What we Shipped

Speed up RIOT-filtered IP exports

The IP export API now applies RIOT exclusions through bulk, concurrent lookups, allowing large filtered exports to complete faster while preserving result order and fail-open behavior.

Protect SSO-managed workspace memberships

The workspace API now identifies SSO-managed workspaces and rejects owner-initiated member removal with a conflict response, preventing IdP-managed membership from being changed through the API.

Retry blocklist builds sooner

GNQL blocklists now retry transient build failures after one minute instead of five, allowing more attempts before a cached blocklist becomes stale. The monitor also defaults a missing refresh interval, preventing startup failures from an omitted configuration value.

Link to externally hosted briefs

In the public Visualizer, authorized users can create threat briefs backed by an external HTTP(S) link instead of an uploaded PDF. Linked briefs open their external source from the catalog and article page.

Configure sensor address blocks

Sensors running greygent can now use an IPv4 CIDR block in public_ips instead of listing each address individually. The agent excludes network, broadcast, gateway, and configured excluded addresses before applying the resulting capture destinations.

Remove workspace members

Workspace contact owners can now remove a member through the public DELETE /v3/workspace/users/{user_id} API endpoint. The endpoint also removes that account's pending invite and prevents an owner from removing themselves.

Show pull-only feed activity

Pull-only feeds now record activity when events are retained, so their Event Volume chart no longer shows zero activity solely because no webhook destination is configured.

Complete wide callback file queries

Callback file-facet queries can now complete for wide time windows, including 90-day requests, rather than having their response cut off by the server timeout.

Explore tag activity through API

The public Tag Activity API is now documented for retrieving a tag's time-bucketed active-IP counts, with optional per-bucket IP lists. Invalid tag IDs now return a 400 response instead of failing.

Block unauthorized workspace queries

The public GNQL API now refuses workspace_id queries that name another customer's workspace. Scheduled alerts also reject stored workspace_id clauses so they cannot run against another workspace.

Identify IP result data sources

The public IP and GNQL APIs now return source_workspaces for results from multiple selected scopes. Sensor-only workspaces can also query their personal scope without requiring Community access.

Restore official tag filters

Official GreyNoise tags now resolve in Community and personal GNQL scopes instead of returning empty results.

Choose a signup path

The public Visualizer now gives signed-out visitors a /signup page where they can choose personal or business email account creation. The page lists the access included with each path and preserves a valid in-app return path through signup.

Prevent oversized entitlement cookies

The Visualizer now uses a compact entitlement cookie format to prevent requests from exceeding the load balancer header limit. Existing oversized entitlement cookies refresh automatically, avoiding the affected 400 error.

Use sensor profile overrides

Workspace-scoped sensor profile override routes are now reachable, so sensor operators can use override, diff, and seal actions without the missing workspace context causing an authorization error.

View Tactics detection chains

The public API now serves the Tactics detection chain with inbound packet-correlation evidence and egress connection observations. Tactics customers can view GreyNoise IP context and available inbound capture details alongside those chains.

Prevent cross-workspace tag timeline limits

The public API now sends the caller workspace with v3 tag volume timeline requests. This keeps the timeline's request limits isolated per workspace instead of allowing one workspace's traffic to affect another's.

Unregister sensors during unbootstrap

When you run the sensor unbootstrap script with an API key, it now unregisters that sensor from your workspace after local cleanup succeeds.

Create Suricata rule retrohunts

The public API now supports creating named Suricata rule retrohunts with an optional Arkime query and time range, and can estimate matching file counts before a hunt runs.

Keep long IP timeline values readable

Long, space-free values such as web paths now wrap within their column in the public Visualizer IP timeline, so they no longer overlap the activity sparkline.

See blocklist refresh health

Blocklist rows in the public Visualizer now show query-invalid and stale states instead of appearing healthy. The status filter includes those states, and invalid queries expose GreyNoise's rejection reason.

Clarify workspace invitation outcomes

The public Visualizer now explains expired, already-used, and unsuccessful workspace invitations on the invite-accept page. Successful invitations show a joined-workspace confirmation instead of an error state.

Show blocklist query errors

When a Block user saves a GNQL blocklist query that cannot run, the Block form now shows the service validation message instead of asking them to retry.

Search comma-separated IP lists

GNQL now treats a comma-separated list of IPv4 addresses, CIDRs, or IP ranges as an OR search, including lists pasted into a query.

Return newest IP exports first

The IP export API now orders matching IPs by most recently observed first, so size-limited exports return the newest matches instead of the lowest IP addresses.

Speed up Visualizer plan loading

Visualizer now runs plan and customer entitlement lookups in parallel and caps entitlements service calls at three seconds during server rendering.

Keep sessions working after workspace switches

Visualizer now keeps the selected workspace API key in place during bootstrap and workspace switches, preventing key-only routes from treating signed-in users as unauthenticated.

Keep silent tags out of timelines

IP classification timelines now exclude silent tags when determining an IP's daily classification. Visible tag intentions continue to determine the classification returned by the public API.

Use Turnstile for public access

The public Visualizer now uses Cloudflare Turnstile to issue a short-lived visitor pass for anonymous API access. The pass is renewed while visitors browse, with a one-hour limit from the original verification.

View Arkime queries in retrohunt details

The public v3 retrohunt detail API now returns arkime_queries when present, so API clients can inspect the Arkime expressions used to select PCAP files.

Callback data defaults to organic detections

Callback data now excludes research-initiated callback IPs and files by default, so its dataset, bulk downloads, and feed events reflect organic detections. Source filters remain available when you need to include those records.

Access silent tags through the API

Entitled workspaces can retrieve silent tags through the public tag list, detail, query, and timeline API endpoints. Session-volume charts now receive the same entitlement context.

Keep tag summaries visible

Tag summary responses continue to return enabled tags when the newest enabled tag cohort contains only silent tags.

Disable blocklists with invalid queries

Blocklist API users can now disable, rename, or adjust IP limits on a blocklist with a stored GNQL query that no longer validates, without deleting it.

Resend account verification emails

The sign-up verification screen can again resend a verification email. It now shows delivery errors and applies a 60-second cooldown after a resend request.

Workspace switches keep API access aligned

The Visualizer now stores the active workspace and its API key together, preventing requests from briefly using a key from the previously selected workspace after a switch.

Bound callback data in analysis reports

IP Analysis reports now limit callback activity to the workspace's configured data-reach period, matching the report's other time-bounded data.

Clarify alert result datasets

Alert emails and webhook payloads now identify whether results came from global or workspace-only observations. Workspace-scoped alert emails also note that Visualizer links may show different results.

Expose blocklist build status

Blocklist API responses now include derived build status and relevant successful-build and validation details, making stale or invalid blocklists visible to API consumers.

Preserve multi-IP sensor capture

Sensors configured with multiple supplied public IPv4 or IPv6 addresses now preserve capture packet-filter rules for each address after health checks, rather than reducing them to one address.

Correct Visualizer country filters

Visualizer country filters and map labels now align with indexed country values, including Kosovo, so affected country selections return matching results.

GNQL queries recover from replica conflicts

GNQL API reads now retry transient backend conflicts instead of returning an internal error. Requests that still cannot complete return a retryable response.

Retrohunt jobs return failure details

The v3 Retrohunt list and detail responses now include the most recent job error when a Retrohunt fails.

CVE pages clarify non-observable vulnerabilities

CVE pages now show a non-observable verdict to signed-out and unentitled users when GreyNoise has no remotely observable detection. These pages no longer show Scanner Activity or an upgrade prompt when those controls cannot provide additional information.

Clarified CVE detection coverage states

The CVE page now distinguishes CVEs with no detection coverage, no observed threat activity, and active exploitation. It also offers related vendor or product detection links when a CVE has no tag.

JA4T tags for device categories

Added visible JA4T category tags for Smart TVs, Ubiquiti gear, gaming consoles, printers, and security appliances. Removed or returned contaminated device fingerprints to silent tags after an audit found false positives from Googlebot, TCPShield, and Censys.

Alert owners about invalid GNQL

Alert owners now receive an email when a scheduled alert cannot run because its stored GNQL is invalid. The notice includes the alert name, query, parser error, and links to edit the alert or try the query in the Visualizer.

Daily and weekly alerts fire reliably

Fixed daily and weekly scheduled alerts skipping their configured period because of small execution-time drift. Alerts now evaluate their interval at calendar-day boundaries while preserving the configured weekly day.

Feed controls preserve delivery settings

Fixed feed enable and disable controls so status changes do not rewrite delivery configuration or unsaved form changes. Feed history now uses a bounded scroll area, and the Visualizer gives clear feedback when a pull-only feed cannot be enabled.

Search ASNs without the AS prefix

GNQL now accepts bare numeric ASN values such as `asn:29465` and resolves them to the standard AS-prefixed value. The same behavior applies across supported search translators and ASN field aliases.

Tag rankings exclude hidden tags

Fixed tag summary rankings so hidden tags no longer empty Trending and Created views or appear in Most Active results. The summary API now fetches enough candidates to filter hidden tags before returning each requested ranking.

Validate GNQL without running searches

Added the public `POST /v3/gnql/validate` endpoint to check whether a GNQL query can be parsed and translated without executing a search. GNQL now also recognizes `NOT` as an operator while continuing to support operator words as field values.

Bulk IP lookups use less memory

Bulk IP lookups now stream results while preserving the existing API response shape, reducing the memory required for large requests by hydrating records as they are emitted.

Translate Suricata rules for session search

The Detection & Tags API now includes POST /v2/***********, which converts supplied Suricata rules into session-search query strings and returns a diagnostic when no query can be produced.

Dashboard panels retain saved filters

In the public Visualizer, dashboard panels now preserve saved tag and country filters when edited. Filtered dashboard maps also show only the selected countries and use the same result depth as the Classic Visualizer.

Eight business services added to BSI

Business Service Intelligence now recognizes HubSpot, HubSpot Crawler, Zendesk, Mimecast, Adobe Marketo Engage, Salesforce Marketing Cloud, Zoho, and ADP infrastructure.

Port statistics match search counts

Port statistics and search counts now apply the same recency logic for the same GNQL query. Sampled statistics remain marked as approximate where sampling is used.

Workspace comparisons load faster

Compare tab tag and destination-country results now use the denormalized 30-day data path, reducing the slowest comparison queries from several seconds to under half a second. The results also exclude stale values outside that window.

Bare GNQL queries resolve predictably

Bare IP addresses, CIDRs, and boolean flags in GNQL now resolve to their intended fields. Unsupported unqualified terms return a validation error explaining that the field must be specified.

Sign-in redirects clear stale destinations

Signing out or starting a new login now clears stale return paths, and signed-out workspace invite flows show the correct invitation experience.

Switch between the Classic and New Visualizer

Authenticated users can now switch directly between the Classic and New Visualizer from the top navigation, without visiting account preferences.

CVE pages distinguish missing data from invalid IDs

Visualizer now labels well-formed CVEs without available data as unavailable instead of invalid, while malformed CVE identifiers retain the existing validation message.

OpenAPI correctly describes V3 IP intelligence responses

Production and staging OpenAPI specifications now describe IP intelligence tags as arrays and document the actual tag, callback IP, volume, and classification timestamp fields returned by /v3/ip and /v3/gnql.

Business Service Intelligence adds five network providers

Business Service Intelligence now identifies IP ranges belonging to Oracle Cloud Infrastructure, Ahrefs, Tailscale, Linode, and Vultr using provider-published range data.

Event Feed APIs return accurate validation errors

Event Feed webhook tests now preserve downstream 400 responses instead of returning 500 errors. Mailbox operations also reject unsupported session feeds with clear validation responses.

Event Feed classification filters find retained events

Event Feed classification searches now find retained IP classification-change events stored in legacy payload formats. New events also populate the canonical classification field without changing webhook payloads.

Long GNQL queries no longer fail

The public `/v3/gnql` and `/v3/gnql/stats` endpoints now accept queries up to 4096 characters instead of 1024. This fixes Visualizer-built facet queries that were valid but were being rejected on length before they could run.

Profile pages show assigned sensors

In the public Visualizer, profile details now load assigned sensors from a profile-scoped endpoint instead of filtering the first fleet page. Multi-CIDR profile assignments also include a `View Profile` link, so large workspaces no longer lose mapped sensors after the first 1000 results.

Slow GNQL searches get more time to finish

GNQL search pages now have up to 60 seconds to complete, reducing premature failures for legitimate cold-cache queries while preserving bounded concurrency.

CVE timelines drop duplicate prefixes

In public API tag timeline responses, CVE event titles and descriptions no longer repeat the `CVE` prefix. The fix covers first-known publication, publication, last update, and CISA KEV timeline events.

GNQL now includes workspace tags

Published workspace tags now participate in `tags_30_day`, tag volume data, and GNQL tag hydration alongside official tags. This lets GNQL-backed workspace-tag queries resolve metadata and surface matching tag data instead of omitting those tags.

Sign-in returns you to your requested page

The public sign-in flow now defaults the post-login return URL to the route you were trying to reach. When you land on a protected page before logging in, you are returned there after authentication instead of being sent to `/` unless the app overrides the destination.

Workspace tag pages show activity again

The existing tag activity, tag IPs, and timeline endpoints can now resolve published workspace tags instead of only official tags. In the public Visualizer, workspace tag detail pages with the `My Workspace` scope now show activity data when matching data exists.

Callback filter branches reject invalid keys

In the public Visualizer, callback IP, stats, and export requests now reject mis-cased or invalid OR-branch filters with a 400 response instead of silently widening results. This prevents bad filters from returning unfiltered data.

Dashboards open to your preferred view

In the public Visualizer, the Dashboards page now lets you choose which view opens first: the Daily Intelligence Dashboard or your most recently updated dashboard. The preference is stored per user and applies across workspaces.

Feed staleness checks stop timing out

Feed listing and feed statistics requests now avoid the delivery-staleness query paths that were causing slowdowns and timeouts, while preserving stale feed indicators where they are shown. The underlying delivery lookups are now scoped by workspace so production can use the intended index.

Live Suricata feeds include workspace rules

The `/v2/***********` API now returns published workspace tag rules in addition to official rules. This lets live PCAP processing apply workspace-specific Suricata detections in real time.

Sidebar facets build valid GNQL queries

Facet clicks in Visualizer IP search now add explicit operators and group repeated values for single-valued fields with OR. This prevents combinations such as two classifications from producing zero results and keeps query badges and operator controls consistent.

Suricata feeds load all detection rules

GreyNoise Suricata feeds now use unique signature IDs for 13 rules that were previously rejected as duplicates. Ten tags whose only rule was affected are active again in both v1 and v2 feeds.

Visualizer headers stay full width

Constrained Visualizer pages now limit only body content while keeping headers and their dividers full width. Loading and error states follow the same layout.

Manage Event Feed API consumers

Event Feed API users can now create, reset, and delete named consumers through the public API. Each consumer keeps its own server-held progress for a feed, and new or reset consumers start at the earliest currently retained event.

Preserve callback stage filters

In the public Visualizer, callback queries with multiple OR groups now keep stage filters such as `isStage1` and `isStage2` when request filters are serialized. This fixes incorrect results, facet counts, and CSV exports for those queries.

Choose your Visualizer version anytime

In Visualizer account preferences, the App Version selector is now shown for every user and saves `vizVersion` without requiring the old `feature-viz-redesign` entitlement.

Compare view prompts sensor deployment

In the public Visualizer's Observe → Compare view, workspaces without deployed sensors now see a deploy-a-sensor call to action instead of empty comparison cards. The comparison waits for the sensor check before starting and keeps the sidebar stats visible.

Verify Visualizer entitlement cookies

The public Visualizer now signs and verifies its entitlement cookie before using it for entitlement checks, and refetches entitlements rather than relying on client-supplied cookie data. Logout also clears entitlement cookies completely so stale access data does not linger in the browser.

Alerts list returns summary responses

The public Alerts API list endpoint now returns a summary shape instead of the full alert detail payload. List requests no longer decrypt webhook headers or compute delivery status on every row, while the detail endpoint still returns those fields.

Persona lookups return vulnerable profiles

The public Sensors API now returns persona details by ID even when the persona is marked vulnerable, unless `include_vulnerable=false` is passed explicitly. This fixes persona lookups that were incorrectly returning 404s for vulnerable profiles.

Toggle alerts without full updates

The public Alerts API now supports a dedicated enabled toggle endpoint, so clients can enable or disable an alert without resending its full schedule, recipients, and parameters. In the public Visualizer, opening the alert edit form now fetches the current alert details and shows a retry path if that load fails.

Webhook health is per destination

Feed webhook delivery health is now tracked per destination instead of per feed. If one destination goes stale, GreyNoise skips only that destination and continues delivering to healthy sibling destinations.

Tactics links redirect to Observe

Bookmarks and shared links using `/tactics` or nested tactics paths now redirect to the corresponding Observe pages instead of returning a 404 or landing on the wrong route in the public Visualizer.

YARA rules for botnets and miners

Callback file analysis now tags 15 more patterns, including DASANI GPON and FastDex droppers, XMRig config files, bot registration responses, embedded C2 endpoints, and updated Mirai and Mozi ELF coverage.

Alerts survive broken webhook headers

Alert reads and updates no longer fail when one webhook recipient has undecryptable headers. GreyNoise now returns the rest of the alert normally and leaves the broken recipient with empty headers instead of 500ing the whole alert.

Bulk IP lookups support HTTP QUERY

The public multi-IP lookup endpoint now accepts the HTTP QUERY method with a request body while returning the same results as POST. Browser clients can use the method through the updated CORS policy.

Create Event API feeds without webhooks

Entitled workspaces can now create non-session feeds in the public Visualizer without adding a webhook URL. Events remain available through the Event Feed API, while session feeds still require webhook delivery.

Event Feed search finds standardized spikes

Exact Event Feed API searches now find retained spike events that store tag and CVE data in the standardized criterion fields. Existing retained events that still use the older top-level payload fields continue to match too.

New public Threat Map is live

The redesigned Threat Map is now live at threat-map.greynoise.io. It shows current attack activity on a 3D globe or 2D world map with intention colors, country details, and a live activity counter.

Sensor names mask embedded IP addresses

When IP redaction is enabled, sensor names in the public Visualizer now mask any embedded IPv4 or IPv6 addresses instead of showing them raw. The descriptive parts of each name stay visible across sensor, session, profile, PCAP, and tactics views.

30-day GNQL queries stop timing out

Default 30-day GNQL queries that filter on windowed scalar fields now read precomputed rollups instead of per-IP daily aggregates. Queries such as sensor-count filters stay on the same search path but return with much lower latency and avoid the timeout this fix targeted.

Sensor deployment keys finish bootstrap

Deployment-key auth now works across the remaining public sensor lifecycle routes, including sensor create, update, delete, and bootstrap or unbootstrap scripts. Sensor agent health posts and sensor agent package downloads now authorize against the workspace tied to the key instead of failing with 401 or 403 responses.

Alert notifications show executed query

Alert runs now record the query they actually executed, and alert emails, webhooks, and run details include that executed query and its anchored lookback window. The Visualizer link in an alert notification now reproduces the alert's result set more reliably after the fact.

Profiles flag vulnerability and page commands

Profile cards and profile detail pages now show whether a profile is marked vulnerable. Session detail responses also page command timelines in 500-command chunks and return total-count and pagination metadata instead of always sending the full command history.

Tactics detections add network and files tabs

Visualizer tactics detection pages now split Commands, Network, and Files into separate tabs. The Network tab lists related destination IPs with links into Session Explorer, and the Files tab lists mutated files with per-file downloads when artifact-content access is enabled.

BSI defaults to local calendar day

On the public Visualizer's BSI page, the date picker now defaults to your local calendar day instead of UTC. This avoids landing on an empty future partition for users behind UTC.

Workspace deployment keys for sensors

Workspace admins can now create, list, and revoke deployment keys through the console. Those keys can authenticate the sensor bootstrap and sensor agent routes that opt in to deployment-key access.

Alerts list recipientless alerts reliably

Alerting pages and API responses now handle alerts with no recipients without failing. Recipientless alerts return `recipients: []`, so one empty-recipient alert no longer hides the rest of a workspace's alerts.

Alert webhooks accept all 2xx

Alert webhook deliveries now treat any HTTP 2xx response as successful instead of requiring an exact 200. This keeps valid 201 and 204 webhook endpoints from being marked as failed or going stale.

Callback IP pages stop flashing errors

On the public Visualizer IP page, callback-only IPs now keep the loader visible until callback data finishes loading. That prevents the brief "Further investigation recommended" error flash before the callback view appears.

Technique-linked command timelines on detections

Detection detail pages in the Visualizer now show a per-command timeline when command event data is available. You can filter the timeline by technique to see which commands triggered a detection, with timestamps and linked IPs kept inline.

Complex GNQL searches return faster

The GNQL count and search path now chooses a lower-cost query shape for certain complex child-dimension searches. This reduces latency for those searches without changing the query syntax.

GNQL filters child values by recency

GNQL now supports companion `.last_seen` filters for child-table dimensions. This lets you target child values that were seen within a specific recency window.

PG search counts can be capped

The public `/api/v1/***********` count and search endpoints now accept a `max_count` parameter. It caps the reported total while still returning the requested result page, which helps broad searches return an "at least N" count without scanning the full match set.

Query errors distinguish throttling and timeouts

In GreyNoise Visualizer, the query page now shows dedicated messages when a valid search is throttled or times out. This replaces cases where those responses were surfaced as a syntax error.

Query viz handles throttles and timeouts

The public Query experience in Visualizer now shows specific messages when a search is temporarily throttled or times out, instead of treating those responses as a query syntax error. Timeout and throttle states also avoid suggesting more searches while the request can't be completed.

Session charts show multi-day dates

In GreyNoise Visualizer's Session Explorer, time-series charts now show date labels for multi-day ranges instead of time-only labels. The chart formatting now adjusts to the selected span so longer ranges stay readable.

Shared API links enforce scoped access

Shared-link access on the public GN API enforces scoped read permissions and revocation checks for supported routes, so API consumers using share-link tokens get exactly the access the link was issued with.

Bulk IP lookups support multiple workspaces

The bulk IP lookup endpoint now supports querying across multiple workspaces on the public API. Results are merged into one record per IP so bulk lookups can return combined tags, ports, and classifications across the selected workspace set.

IP timelines use lifetime first seen

IP timelines now use a dedicated lifetime first-seen lookup instead of relying on a shorter loaded window. This makes the first-seen date on timeline views and related API responses stay accurate for IPs first observed longer ago.

GNQL supports date ranges

GNQL queries now support date comparison operators like `>=`, `>`, `<=`, and `<` on date fields such as `last_seen` and `first_seen`. This lets you express bounded date windows directly in GNQL with absolute dates, relative dates, and `today` or `yesterday`.

Resolved GNQL queries rerun cleanly

Adjusted GNQL queries returned by the public API now stay valid GNQL when you resubmit them. That fixes cases where the resolved query included engine-specific syntax that broke reruns on the primary search path.

Tag activity honors custom ranges

In GreyNoise Visualizer, tag and CVE activity charts now honor the exact entitled day range instead of being limited to preset windows. The legacy tag activity and volume-timeline proxies also now accept positive whole-day ranges and keep the chart labels aligned with the selected window.

Workspace Compare moved to Search

GreyNoise Visualizer's query page now includes a Compare view for comparing the same GNQL query across workspaces. The view adds comparison stats in the sidebar, unique-IP and unique-value comparison cards, and redirects the legacy compare page into the query flow.

API single-IP lookups use IP detail

Public single-IP lookup endpoints now use the dedicated IP detail path instead of running point lookups through the broader search flow. This gives those lookups the fuller single-IP record and keeps timeline lookups on the detail path as well.

Dashboard selection and GNQL sync

In the Visualizer dashboard drawer, switching dashboards now shows immediate selection feedback instead of waiting silently for the load to finish. Geo Map country dropdowns also now read from and write to the underlying GNQL query so saved filters and the query stay in sync.

Search results on collection layout

GreyNoise Visualizer's `/query/:gnql` page now uses the shared collection layout with a facet sidebar, list and card views, more IP fields, and export and automate actions. Inline search suggestions on that page also now filter correctly while you type.

Dashboard time range adapts to your data access

The Visualizer dashboard time-range selector now disables the "Past 10 days" option for accounts whose plan does not include that much history, showing the available limit (or, for consumer-email accounts, a note that a business email unlocks more data). A dashboard set to a range the account can no longer access falls back to "Past 24 hours" automatically.

Broader sensor IP masking in the Visualizer

Sensor IP and CIDR masking in the Visualizer now covers more surfaces: multi-CIDR sensor profile assignments and the profile target/carve builder are masked by default with a reveal control, and sensor IPs are masked in the Session Explorer packet hex and ASCII dump. Masked values keep their shape and the underlying selection behavior is unchanged.

Full MITRE ATT&CK tactic lifecycle in the Visualizer

The Visualizer's Tactics sidebar now lists all 14 MITRE ATT&CK enterprise tactics in lifecycle order — adding Reconnaissance and Resource Development — each filterable like the rest. A tooltip explains why the leading stages (Reconnaissance, Resource Development, and Initial Access) currently read zero: GreyNoise observes only post-compromise host activity.

Stay signed in to the Visualizer across restarts

The Visualizer now keeps you signed in across browser and computer restarts: the session cookie is set to persist (about a year) instead of expiring when the browser closes. Unusually large sessions that previously exceeded the browser's per-cookie size limit — and were silently dropped, appearing as a logout — are now split across multiple cookies and reassembled automatically.

ASN subnet in IP data, GNQL, and Timeline

Entitled workspaces (feature-ip-asn-subnet) can now see an IP's latest observed ASN subnet in IP metadata and query it in GNQL via asn_subnet / metadata.asn_subnet, with the value included in CSV exports and field autocomplete. The daily IP Timeline adds an ASN subnet history section listing each distinct subnet observed per day (up to 90 days), across the public API and the Visualizer.

GNQL auto-routes bare CVE, ASN, and tag terms

A raw CVE ID, ASN, or tag name typed into GNQL search now auto-expands to the matching field — for example CVE-2025-55182 to cve:CVE-2025-55182, AS16509 to metadata.asn:AS16509, and mirai to tags:"Mirai" — so the term routes to the correct lookup instead of a broad, often-empty generic search. Matching is case-insensitive and supports quoted and wildcard forms.

Build dashboard panels from GNQL queries

Visualizer dashboards can now use a saved GNQL query as the source for Key Numbers, Activity Map, and Activity Trend panels. Queries are validated before saving, and activity-trend charts appear when the workspace has access to the required time-series data.

GNQL supports Lucene field grouping

GNQL now accepts Lucene field-grouping syntax — field:(a OR b) — applying one field to every value inside the parentheses, so you can write metadata.asn:("AS16509" OR "AS7224") instead of repeating the field. It works for any value type (strings, numbers, IPs, and IP ranges) and composes with AND, OR, and negation.

Fix GNQL searches that failed on free-text terms

Several valid GNQL queries that returned an error — including single-word searches like switzerland, multi-word terms, and queries excluding long lists of ASNs — now run correctly. Free-text terms are no longer matched against date fields (which caused date-parse failures), and a multi-word value is no longer swallowed into an adjacent typed field.

Faster tag-name searches in GNQL

A GNQL tags:"..." search whose name matched no tag could take 16–60 seconds (and occasionally time out); these now return instantly. Tag-name filters are pre-resolved so the query planner can fold an unmatched name to an immediate empty result.

Prevent SSH lockout when unbootstrapping a sensor

Running the sensor unbootstrap script no longer risks locking the operator out of the box over SSH. The script now stops the conflicting SSH unit before restarting and verifies sshd is listening on port 22 before ending the current session, leaving the connection open with a warning if recovery does not succeed.

Fix repeated Visualizer logouts

Visualizer users who were being signed out multiple times a day are no longer logged out by refresh-token rotation races. The auth layer now de-duplicates concurrent token refreshes into a single exchange and retries once when a concurrent refresh has already rotated the session, instead of clearing it.

Control per-IP child data in API lookups

The API's IP lookups (/v3/ip), GNQL search (/v3/gnql), and /v3/gnql/metadata now accept an optional max_children_per_ip parameter (1-10000) that caps how many child records are returned per IP. By default, single-IP lookups return up to 10,000 child records while bulk and search results return up to 100.

New AI infrastructure scanner tags

Added a ComfyUI /system_stats scanner tag and expanded the Ollama API endpoint crawler tag to also cover the /api/tags endpoint.

RSS feeds for Threat Briefs

The public API now serves Threat Briefs as RSS feeds: an open community feed at GET /v3/articles/rss, plus authenticated per-workspace feeds whose contents follow the workspace's live article entitlements. Retrieve or rotate a workspace's feed URL via the GET/POST /v3/articles/rss-token endpoints.

New GNQL IP export and count API endpoints

The API adds GET /v3/gnql/count and GET /v3/gnql/ips, letting you count and export every IP matching a GNQL query as JSON. The IP export accepts an optional exclude_riot parameter to omit RIOT (known-benign business service) IPs from results.

Redact sensor and destination IPs in the Visualizer

Sensor and destination IPs across the Visualizer's session explorer, sensors, and profiles views are now masked by default and revealed on click, controlled by a new "Redact sensitive data" account preference. Workspaces without the sensors entitlement are always redacted.

Resolved query restored on the GNQL search path

The Query page's "Show Resolved Query" view now works consistently across GNQL search paths: searches return the expanded query (for example, a relative time like last_seen:1d resolved to a date) along with the query-adjusted flag and any restricted-field message.

AWS VM Import guidance on OVA profile creation

When creating a sensor Profile from an OVA, the Visualizer now shows an info note linking to the AWS VM Import documentation on the upload form, and the failure alert links to the same docs — an actionable next step when an OVA uses an unsupported operating system or image configuration.

Daily dashboard pinned in the selector

The default daily intelligence dashboard now stays pinned at the top of the dashboard selector with a clear "Daily Intelligence Dashboard" name and the same active styling as saved dashboards, making it easy to return to.

Dashboard map and activity drilldowns

The Visualizer intelligence dashboard adds graph views to the CVE and Tag detail cards, lets you widen the map from its three-dot menu, and opens new dashboards on the past-10-days view. Clicking a point on a tag or CVE activity chart now reveals the IPs seen that day.

New variant rule for Redis Lua sandbox escape

Added a Suricata rule variant to the Debian Redis Lua sandbox escape tag (CVE-2022-0543) to flag exploitation attempts that load liblua and luaopen_io, extending coverage beyond the existing signature.

NETLINK_GPON_RCE tag now catches Mozi variant

Added a raw-TCP Suricata rule to the NETLINK_GPON_RCE tag so it flags a Mozi botnet variant that injects commands against Netlink/RealTek GPON routers via malformed request lines and the formLogin endpoint — traffic the existing formPing-anchored rules did not match.

Download precomputed Psychic snapshots via API

A new POST /v1/psychic/snapshots endpoint streams precomputed Psychic snapshot artifacts — 7- or 30-day rolling windows for models 1-3 and the latest model 4 snapshot — in binary or MMDB format. Requires the Psychic feature entitlement.

Credential-observed event type for Feeds API

The Feeds API now supports the credential-observed event type. Entitled workspaces can create and update feeds for credential-observed events, with the credential criteria filter validated on create/update and the public webhook payload documented in the Feeds OpenAPI spec.

Session Explorer understands vendor tag searches

Natural-language Session Explorer queries now resolve multi-word vendor names to the correct tag filter — for example "Show me IPs targeting palo alto" maps to gnTagMetadata.name:Palo\ Alto* instead of a broken wildcard, matching the GNQL translator's behavior.

CVE search routes to GNQL results on Enter

Pressing Enter on a bare CVE identifier (e.g. CVE-2021-3129) in the Visualizer search bar now routes to GNQL results in the current dataset scope, matching what happens when you click a suggestion. Previously, pressing Enter silently switched the scope chip to CVEs and redirected to the CVE detail page instead.

Callback IP graph fixed for business-service-only layers

Fixes 500 errors on the /v1/callback/*********** endpoint when a traversal layer contained only known-business-service IPs. The graph now returns data from all completed layers instead of failing with an error.

Country filters added to dashboard map panels

Dashboard geo map panels now include country pickers for source and destination countries. You can select one or more countries in the panel editor to filter the map view without changing the underlying query.

Dataset scope selector visible to all Visualizer users

The Community and My Workspace dataset scope selector now appears on every Visualizer page regardless of Swarm sensor status. Users without the community dataset entitlement see the options greyed out with a tooltip explaining that deploying a Swarm sensor grants access within 6 hours.

Multi-IP sensor bootstrap capture fix

Sensors bootstrapped with multiple manually-specified public IP addresses now capture traffic destined to each of those addresses. Unbootstrapping a sensor also restores its original configuration more reliably.

CVE activity chart now defaults to 30-day view

The activity chart on CVE detail pages in the Visualizer now defaults to a 30-day window instead of 24 hours, matching the page summary which already reported in-the-wild activity over 30 days. The default is capped at your data reach entitlement; the ?days= URL parameter still overrides it.

New tags for Check Point VPN, llama.cpp, and WordPress CVEs

GreyNoise now tags IPs probing for CVE-2026-50751 (Check Point Remote Access VPN IKEv1 authentication bypass) and CVE-2026-34159 (llama.cpp unsafe deserialization RCE). Detection for the Burst Statistics WordPress plugin authentication bypass (CVE-2026-8181) was added and the LeRobot deserialization RCE rule (CVE-2026-25874) was updated.

Intelligence Dashboard opens with live trending panels

The Visualizer intelligence dashboard now shows a pre-seeded starter view on first open — populated with the current trending tag, activity timeline, map, and CVE panel — instead of an empty canvas. The starter is temporary and not saved unless you choose to save it. Available to accounts with the intelligence dashboard entitlement.

Tactics API routes now require the Tactics entitlement

The tactics list and detail routes (POST and GET /v3/workspaces/:workspace_id/tactics) now require the feature-tactics entitlement. Workspaces previously reaching these routes via feature-swarm alone will now receive 403 responses.

Tag volume chart fixes for multi-workspace and filter reload

Two fixes for the tag volume timeline chart: multi-workspace views now show the correct combined data, and switching workspace filters triggers a reload with a loading indicator rather than briefly showing stale data.

Tag pages now show a scan-volume timeline chart

Tag detail pages in the Visualizer now include an activity chart showing how scan volume for that tag has changed over time. Available to accounts with the tag volume timeline entitlement.

Natural language GNQL now handles tag-based queries

The natural language GNQL translator now understands tag-targeting requests, producing queries like tags:"VendorName*" for questions about specific vendor scanning activity. Wildcard matching is used when the exact tag name is ambiguous.

New tags for UniFi OS exploit chain (CVE-2026-34908/09/10)

GreyNoise now tags IPs observed scanning for the three-CVE UniFi OS exploit chain: CVE-2026-34908 and CVE-2026-34909 (authentication bypass and path traversal) and CVE-2026-34910 (command injection RCE). All three are being actively chained for unauthenticated root access on UniFi OS devices and seen in Mirai botnet activity.

Customizable intelligence dashboards in the Visualizer

The Visualizer now includes an intelligence dashboard page where you can build, arrange, and save panels — country heat maps, time series, tag intelligence, treemaps, and more — into a named workspace view. Available to accounts with the intelligence dashboard entitlement.

Natural language queries in Session Explorer

The Session Explorer search box in the Visualizer now suggests a generated query when you type a natural language description. Clicking the suggestion populates the search with the corresponding Explorer query syntax. Requires the natural-language-search entitlement (feature-natural-language-search).

Natural language GNQL now recognizes JA4 fingerprint fields

The natural language GNQL translator now understands the five searchable JA4 fields, producing accurate GNQL output for queries about JA4 TLS, SSH, and HTTP fingerprints.

Attack chains show a truncation notice and a load-all option

When the backend truncates a Callback IP's attack chain graph, a warning banner now appears. A "Load all chains" button re-fetches with a 5,000-node limit (versus the default 500).

Lookups consider a wider data-freshness window

Business Service Intelligence lookups now include records from the last 48 hours, up from the previous 8-hour restriction.

Callback IPs filter by multiple trust levels at once

The Business Service Intelligence trust-level filter on the Callback IPs page is now multi-select: several trust levels can be combined in one search, and the backing API accepts a riot_trust_levels list parameter.

GNQL result counts now reflect the true total

/v3/gnql and /v3/gnql/metadata were returning request_metadata.count: 10000 for any query matching more than 10,000 IPs, regardless of the actual total. The fix restores accurate counts.

Type plain English to generate a GNQL query

The search modal now accepts natural-language input and returns an equivalent GNQL query. The same translation is also available programmatically through the API.

New GET /v3/openapi.yaml endpoint serves the full API spec

A new endpoint returns GreyNoise's OpenAPI specification in machine-readable YAML, making it straightforward to generate client libraries, import into API tools, or run automated validation.

"Create Free Account" now lands on the signup screen

Clicking "Create Free Account" was routing users to the login screen rather than the signup screen. The sign-up flow now correctly opens the account-creation screen.

Selected v2 API endpoints return 410 Gone

The /v2/noise/*, /v2/riot/:ip, /v2/meta/*, and /v2/experimental/gnql endpoint families now return 410 Gone with a clear deprecation response. Equivalent functionality is available on /v3 routes.

Broken sensor-management doc links fixed in the Visualizer

Visualizer: dead `sensor-administration-guide` doc link updated to `sensor-management` on the Sensor List page and QueryErrors

PCAP export now streams to disk and respects the mode parameter

Sessions: PCAP export `mode` parameter now reaches the handler and the download streams via the native browser path instead of buffering into memory

Per-workspace active-sensor stats and alphabetical profile lists

Sensor service: new workspace endpoint aggregates active-sensor stats per workspace, and the profile list endpoint now supports sort-by-name (drives Visualizer alphabetical-by-default profile lists)

Profile protocol filter keeps its full option list while filtering

Visualizer: profile-page protocol-filter dropdown now derives from a separate `/protocols` endpoint so the full unfiltered list survives filtering

Session-explorer autocomplete no longer recomputes on every keystroke

Visualizer: session-explorer autocomplete no longer recomputes the field list on every keystroke

Callback pipeline now follows multi-stage payload downloads

Callback Pipeline: recursive download support — URLs detected in callback files re-enter the pipeline so the system follows multi-stage payload delivery

Same-week CVE/KEV coverage wave

Detection content: same-week CVE/KEV coverage wave — Langflow KEV (CVE-2026-33017), Cisco ASA/FTD auth-bypass (CVE-2025-20362), Cisco Catalyst SD-WAN Manager (CVE-2026-20129), Advanced Custom Fields RCE (CVE-2025-13486), Fortinet FortiClient EMS KEV (CVE-2026-35616), Tenda A15 buffer-overflow (CVE-2026-4567), Trivy supply-chain KEV (CVE-2026-33634), Marimo Terminal WebSocket RCE (CVE-2026-39987), NGINX UI auth-bypass (CVE-2026-33032), cPanel/WHM zero-day (CVE-2026-41940, CVSS 9.8), plus a vulncheck bulk push of 74+ rules.

Filter callback IPs that match all selected threats

Callback IP: multi-threat AND filtering — an IP must match all selected threat names, with multi-select in the Top Threats sidebar

Sensor-deploy provider labels no longer mislabel compute technologies

Visualizer: sensor-deploy provider labels normalized — "AWS EC2" no longer mislabeled as a provider when it's a compute technology

Ubuntu 26.04 now supported for sensor bootstrap

Sensor bootstrap: Ubuntu 26.04 added to the supported-OS allow-list

workspace_labels parameter now documented on v3 endpoints

OpenAPI: `workspace_labels` query parameter documented on relevant v3 endpoints

Analysis and GNQL JSON exports no longer produce broken files

Visualizer: Analysis and GNQL JSON exports fixed — no longer produce `"[object Object]"` files (client-side auto-parsing override)

Bare CVE searches now open the CVE detail page

Visualizer: search modal now routes bare CVEs (e.g. `CVE-2025-22952`) to the CVE detail page instead of misrouting through GNQL with a misleading "Destination country not currently supported" page

Default-profile sensors now prompt you to set a profile

Visualizer: Change Profile button made more prominent on sensor pages when profile is set to `Default`, with a persistent alert until the user changes it

RIOT Trust Level 3 marks IPs to neither block nor whitelist

Callback IP: RIOT Trust Level 3 — "never whitelist, but also don't block" — threaded through RIOT, the callback service, and the Visualizer (neutral L3 badges and labelling)

Sensor count now shown on the Sensors list and profile cards

Visualizer: sensor count surfaced on the Sensors list page and on the profile sensor card

Session fields endpoint now returns HTTP protocol groups in prod

Sessions: `/fields` endpoint now returns HTTP protocol groups on prod (field intersection fix)

Share links now available across Explore views

Share links are now available across Explore, Explore Graph, Explore Multi, and Session Explorer, with the share button moved into the app header. Shared views stay locked to the query they were issued with, so a recipient sees exactly what was shared.

New Yara rules for Mirai, Rondo, Beholder, and Linux persistence

VT Processor: Yara detection wave — new rules for Mirai XPL6, Rondo, Vequals, Beholder probe frames, and a range of Linux persistence and beacon patterns; plus benign-file rules and Yara diagnostics support

Host-artifact files split from callback files to clarify trends

Callback Pipeline: host-artifact files are now split from callback-capture files in callback queries so host-artifact volume doesn't bury actual callback trends; file-source field added to callback file data

Wildcard session queries with escaped spaces no longer split

Sessions: wildcard queries with escaped spaces (e.g. `profile.name:*My\ Profile\ *`) no longer split by the Lucene query formatter

Profile tiers narrowed to private and greynoise

Visualizer: deprecated `community`, `basic`, and `premium` profile tiers removed, leaving only `private` and `greynoise`

The bot field is retired from GNQL queries

GNQL: `bot` field removed across schemas, query mappings, timeseries defaults, translators, ingest, type cards, similarity map, and OAS — `bot:true` queries now return a polite `DiscontinuedFieldError` with a clear explanation

Filter callback IPs by threat name

Callback IP: `threat_name` filter — searchable facet in the Callback search bar with ILIKE substring matching and negation; sidebar "Top Threats" entries become clickable filters

Community-workspace data no longer dropped from IP timelines

IP Timelines API: community-workspace data no longer dropped on multi-workspace requests like `workspace_labels=personal,community,greynoise` when the opted-out workspace list is empty

GNQL Stats endpoint now documented in OpenAPI

GNQL Stats: `/v3/gnql/stats` documented in staging and production OpenAPI specs, including query/count params and 200/206 (plan-adjusted) responses

Bulk file analysis surfaces callback IPs

Bulk File Analysis: callback data integration in Visualizer — submitted IPs now surface callback IPs with proper labels and a "Callback Unconfirmed" badge for callback-flagged but stage-unconfirmed IPs

Callback last-seen now reflects only successful downloads

Callback Pipeline: file download vs. last-seen separation — "last seen" now reflects only successful downloads, not URL transmission attempts; whole-day-timestamp tiebreaker added

Exclude facets from callback search with negation syntax

Callback IP: negation syntax (`-facet:value`) in the search parser, with negated-field support in the callback query API — users can now exclude countries, BSI levels, or other facets from results

GNQL result totals now always match classification counts

Visualizer: GNQL results display total now derives from the stats count so it always aligns with classification and spoofable totals

Toggling workspace scope no longer fires redundant requests

Callback IP: 1-second debounce on the multi-workspace data-scope selector on Callback, IP details, and Explore pages so quickly toggling multiple options doesn't fire N requests

Callback searches now survive refresh and link sharing

Callback IP: search query persisted as a `?q=` URL param so searches survive refresh, back-navigation, and link sharing; workspace scope preserved in URL state

Compare-page unique IPs list now loads correctly

Visualizer: Compare-page "unique IPs" list now requests data scoped to personal workspace so data actually loads when clicked

Workspace invites now retrieve correctly when logged in

Visualizer: workspace-invite retrieval fixed when logged in, with clearer email-mismatch language

API /ping now returns your plan and add-on modules

API `/ping`: now returns the customer's plan and modules (add-ons) alongside the legacy `offering` field, with a 4hr-TTL cache

BSI badge now shows on callback IP cards

Callback IP: BSI badge surfaced on IP cards in callback data, matching IP details and GNQL results views

Retired VPN and bot fields removed from callback pipeline

Callback IP: `is_vpn`, `vpn_service`, and `is_bot` fields removed from the pipeline — dead inputs (the third-party VPN feed was retired and the bot signal had zero invocations); `is_tor` retained

Sensor details page shows initializing-sensor status banners

Visualizer: initializing-sensor status banners on the sensor details page, with the "Missing Health Monitoring Agent" alert hidden during initialization

GNQL no-results page now guides you by workspace scope

Visualizer: GNQL no-results page now uses workspace-aware copy based on selected dataset scopes — "my workspace" with no sensors links directly to the Sensors page

Query callback IPs and use the yesterday keyword in GNQL

GNQL: `yesterday` keyword for time-based inputs (e.g. `last_seen:yesterday`) across every supported query translator; `callback_ips` (and `callback_ip` alias) registered as a queryable field end-to-end

Sensor bootstrap now supports Debian 13

Sensor bootstrap: Debian 13 added as a supported OS, including needrestart configuration

Callback endpoint docs promoted to production OpenAPI

OpenAPI: callback endpoint docs promoted from staging to production

Clearer description of the C2 Suspected classification signals

Callback IP: Stage 2 "C2 Suspected" description updated to clarify which behavioral signals weight into the classification (VT detections, sandbox network activity, malware associations)

Blocklist endpoints now validate GNQL syntax before saving

GNQL: blocklist create/update endpoints validate GNQL syntax before storing (400 if malformed); the Block UI's "Save as New" and "Save Changes" actions gated by query validity

GNQL gives clearer typing and type-mismatch errors

GNQL: type/error messages improved — invalid field names are now typing errors (not syntax errors), with better type-mismatch messages

Article PDF generation shows a dismissible alert

Visualizer: Article PDF generation alert added with session-level dismissal

Articles catalog moved out of the workspace section

Visualizer: Articles Catalog and View moved out of the workspace section of the app (manage section remains in workspace)

Articles endpoints added to production OpenAPI

OpenAPI: Articles endpoints added to production OAS (non-moderate fields only)

Create Suricata rules from HTTP requests and PCAP files again

Workspace Tag Service: Suricata rule creator reintroduced — customers can again create Suricata rules from HTTP requests and PCAP files, wired into Visualizer

RIOT data refresh expands business-service IP coverage

RIOT data refresh wave: IP-range updates across Ahrefs, Censys, GPTBot, CISA, Stanford, CoreWeave, and others; a new scraper for large CSV feeds; Strongswan IKEv2 custom rule (CVE-2026-25075)

Callback IP file columns now populate correctly

Callback Pipeline: `first_seen`, `last_seen`, and `file_name` columns now populated on callback file records; a `workspace_id` → `workspace_ids` field-name mismatch fixed in the callback query template

Create, exchange, and revoke share links via the API

ShareLinks API: `POST/GET/DELETE /v3/***********` endpoints — create (JWT, workspace-scoped), exchange slug for JWT (anonymous), revoke with workspace-boundary check, and list with status/click-count/creator — backend foundation for the March ShareLinks feature

GNQL syntax errors now report all issues with position hints

GNQL: parser now collects all syntax errors in a query instead of stopping at the first; structured `SyntaxError` types include human-friendly messages, positions, and context hints; Visualizer renders position markers on the failed query

Queries beyond your data reach now clamp instead of failing

GNQL Stats: redundant data-reach parsing removed so queries that exceed the user's data reach (e.g. `last_seen:91d` with a 90-day limit) now clamp instead of failing parse

Callback IP detail view now adapts to mobile and desktop

Callback IP: Attack Stage and Scanner IPs sections of the IP detail view made responsive (inline on mobile, sidebar on desktop); scanner+callback IP tooltip corrected when an IP is both

Callback time filters now respect your data reach entitlement

Data Reach: `feature-data-reach` entitlement now enforced on `last_seen_after` filters across the callback list, export, and overview endpoints; Visualizer hides callback time presets that exceed the user's entitlement

Block now surfaces the correct sensor identity

Block: `sensor_name` now threads through the API correctly so Block surfaces the right sensor identity

Host-activity detections filter out vanilla OS noise

Vanilla-OS-noise rules filtered out of the host-activity ruleset so detections focus on real signals

Manage view added to the Articles surface

Articles: Manage view option added to the article surface in Visualizer

Protoss Siren tag now catches in-the-wild variants

Detection content: Protoss Siren tag updated to catch in-the-wild mutations, then generalized to catch additional variants

Set a custom sensor name at deploy time

Sensor service: customers can now set a custom name on a sensor at deploy time

Articles auth and entitlement checks now resolve correctly

Articles: auth and entitlement checks resolved across the Articles flow in Visualizer

Callback URL parsing tightened for cleaner IoC extraction

Callback pipeline: URL parsing tightened for cleaner IoC extraction, callback IPs no longer mixed into sensor IP data, and commonly-empty values ignored

Switch workspace without re-authenticating your account

Visualizer: Workspace and Account are now separated — users can switch workspace without re-authenticating their account context

Session Explorer adds live auto-refresh

Session Explorer: live auto-refresh option added for continuously updated results

Workspace tags now returned from rulesets and batch tag endpoints

Workspace Tags: `/v2/***********` and `POST /v2/***********` ungated for workspace tags — returns official + workspace tags with `workspace_id` and `isOfficial`, unpublished drafts excluded

Newly deployed sensors now show an initializing state

Sensor service: new "initializing" sensor state surfaced for newly deployed sensors

Pivot dataset scope inline from the tag detail view

Tag Detail: DatasetScopeSelector added so analysts can pivot scope inline (powered by `workspace_labels` support on tag activity and IPs endpoints in GN API)

Session recall now supports captures up to 100 GB

Session service: recall max-bytes cutoff raised to 100 GB to accommodate larger captures

Skopje, Viettel, and Seville added to hosting provider data

Hosting data: Skopje (North Macedonia), Viettel (Vietnam), and Seville (Spain) added to the provider set

SSO now accepts Auth0 groups claim as string or array

Visualizer: Auth0 `groups` claim now accepted as either string or array, unblocking SSO/OIDC integrations whose IdPs return either format

Bosnia/Herzegovina and Cloud Adore added to hosting data

Hosting data: Bosnia/Herzegovina and Cloud Adore added as net-new providers

Full Articles CRUD, categories, sorting, and RSS now available

Articles: full backend CRUD lands — `CREATE`, `UPDATE`, `DELETE /:id`, category support, sorting, and an RSS feed — fleshing out February's in-product Articles surface

Scope selection added to IP timelines

Visualizer: scope selection added to IP timelines (with backing GN API workspace-filter support)

Workspace tags now sync through the same pipeline as official tags

GNQL sync: workspace-aware tag support and a new tag client — synced workspace tags now flow through the same pipeline as official tags

Article edit screen gains a change history view

Articles: edit screen gains a history view backed by a new changelog API endpoint; publish flow refactored into its own component

Workspace invite emails normalized to prevent mismatches

Visualizer Admin: workspace invite emails normalized to lowercase to prevent invite mismatches

Community Dataset URL and stats accuracy fixed

Community Dataset: URL and stats accuracy fixed, and the data-scope selector now hides when the workspace lacks the entitlement

Manage Articles view with create, update, and delete flow

Articles: Visualizer Manage Articles view added — create/update/delete drawer flow with ArticleForm

Workspace selectors added to Results and IP Details pages

Visualizer: workspace selectors added to Results and IP Details pages

BCM Footprints tags added from watchTowr research

Detection content: BCM Footprints tags added from watchTowr research

gRPC upgraded to patch CVE-2026-33186 across services

gRPC upgraded to v1.79.3 across the affected backend services to address CVE-2026-33186

Visualizer remembers your default workspace at sign-in

Visualizer: user default workspace persisted so Viz lands on the right scope on sign-in

Fewer periodic 502s when loading the Visualizer

Infrastructure tuning to cut the periodic 502s seen when loading the Visualizer

GNQL adds workspace_label facet and free-text search terms

GNQL — workspace_label Facet, "greynoise" Alias, Generic Search Terms: workspace_label is now a first-class queryable facet, "greynoise" works as an alias for "noise", and the query engine accepts generic free-text search terms

March CVE wave adds dozens of new detection tags

Detection content: March CVE wave — substantive month of individual CVE tags including Junos OS Evolved (CVE-2026-21902), Cisco/Snort regex fixes, Artica Pandora FMS, Alibaba metadata, plus ~30 others spanning CVE-2024 through CVE-2026, and bulk triage batches

Resolve IPs directly through the GNQL query path

GNQL: IP-lookup endpoints added to the GNQL query service so callers can resolve IPs directly through the same path

Same-week Citrix NetScaler KEV tag and VulnCheck import wave

Detection content: same-week Citrix NetScaler ADC/Gateway KEV tag (CVE-2025-6543), experimental Citrix NetScaler scanner module, large VulnCheck import wave catching up on missing rules, and a wave of scanner tags migrated to the new transactional style

The AI agent adds GPT-5.4 and recommends gemini-3-flash

AI agent: model lineup expanded — GPT-5.4 added, gemini-3-flash labeled recommended (preview label removed), plus explorer-translate and small UI follow-ups

25 more Snort-derived Suricata tags converted

Detection content: the Snort-conversion program — another 25 Snort-derived Suricata tags converted (batch 3)

Sensor search no longer redirects to the deploy wizard

Visualizer: sensor search no longer incorrectly redirects to the deploy wizard

Session Explorer adds an explicit Demo scope

Session Explorer: `all_workspaces` replaced with an explicit Demo scope

View a single article in the Visualizer

Articles: Visualizer View Article page wired up to the Articles API — first customer-visible single-article surface

Session Explorer column menu no longer cut off on short lists

Session Explorer: column-header menu no longer cut off when the session list is small

Session Explorer now shows HTTP details on existing sessions

Session Explorer: field list now always includes HTTP fields, fixing missing HTTP details on existing sessions

GNQL searches retry to avoid intermittent errors

GNQL Query: searches now transparently retry on the class of backend script error that produced intermittent 400s on records with unexpected nulls

Same-day Cisco SD-WAN RCE tag plus Sparkrat and more

Detection content: same-day tag for Cisco SD-WAN DTLS RCE (CVE-2026-20127); new tags for Sparkrat, CVE-2021-27931, the second Snort-generated rules batch, and a WordPress enum update; plus multi-week tag drops and triage batches

Suricata-rule linting blocks invalid workspace tag submissions

Workspace Tags: Suricata-rule linting now runs inside the tag-creation flow — errors block submission until lints pass, raising the floor on customer-authored detection content

Daily CVE-CPE refresh backs CVE vendor and product endpoints

CVE data: daily CVE-CPE mapping refresh from the public data set now backs the CVE vendors and CVE products endpoints

IP Diff endpoint pagination fixed

GreyNoise API: pagination on the IP Diff endpoint fixed

JA4 queries null-check fields to stop intermittent 400s

GNQL Query: JA4 field lookups now null-check parent objects before child access, eliminating intermittent 400s on records with missing tcp/tls/http/ssh raw data

New SonicWall, Proxmox, and Cypex detection tags

Detection content: generic SonicWall login tag, Proxmox VE API credential-attempt tag, Cypex scanner tag, and SSL VPN login + CVE-2024-53704 refinements

Empty-state messages restored on the IP activity summary

Visualizer: empty-state messages restored on the IP activity summary view

JA4 fields now ship to GCP bucket customers

Bulk Data: JA4 fields now shipped to GCP-bucket customers separately from S3 payloads, so JA4 reaches new consumers without changing existing S3 contracts

New tags for Hanwang, Hail Cock botnet, and five CVEs

Detection content: Hanwang EFACEgo file-upload tag, Hail Cock botnet tag, and a five-CVE batch covering CVE-2018-1217, CVE-2018-11686, CVE-2019-20224, CVE-2023-27351, and CVE-2024-6393

Spike alerts now name the exact CVE, tag, or vendor that fired

Spike detection: when no value filter is set, each CVE/tag/vendor is now spike-checked individually and fires a separate event with the triggering identifier, so downstream consumers know exactly which entity tripped the threshold

IP detail dates now align with GNQL search boundaries

GNQL Query: IP-data endpoints now use day-rounded date math matching GNQL search boundaries — fixes the case where a GNQL search returned an IP near the data-reach edge but the IP detail endpoint showed 'Not Observed'

Spike query thresholds now reject zero, matching the UI minimum

GNQL Query: minimum-IP-count and percentage spike criteria now reject `0` at the API, matching the UI's minimum of 1

Block now shows a cookie consent banner

Block: cookie consent banner added, modeled on Visualizer's dismiss-based consent but native to Block's Nuxt UI / Tailwind stack

Choose a target workspace when creating an alert

Visualizer: alert form now has a Target Workspace dropdown matching the blocklist pattern, with backend support across the alerts handler and validation schemas

Disabled legacy tags no longer appear in the tag list

Visualizer: Tags list switched to the v3 endpoint, so disabled tags from the legacy tag server no longer leak into the UI

Same-week tags for AdForest, plus new CVE coverage and a Suricata fix

Detection content: same-week tag for CVE-2026-1729 (AdForest WordPress auth bypass), new tags for CVE-2025-52488 and CVE-2025-64095, Friday triage batch covering Adobe AEM default-login, BeyondTrust CVE-2024 session-search rule, and a ProxyLogon SSRF investigation, plus a Suricata `distance:0` fix unblocking missed tags

Alert delivery now skips stale alerts and broken endpoints

Alerts: two-level staleness tracking (alert-level and recipient-level) added — alert runs now skip known-stale alerts and broken delivery endpoints instead of burning compute on them

Feeds stop retrying webhooks known to be broken

Feeds: stale-webhook tracking — the feeds consumer now records delivery outcomes, computes staleness from consecutive failures, and stops attempting delivery to webhooks that are known broken

Run blocklist GNQL queries under a chosen workspace

Blocklists: workspace selector — GNQL queries can now run under a chosen workspace context via a `query_workspace_id`, with periodic refresh deduplication keyed on (query, workspace) instead of query alone

New tag for CVE-2026-1731 plus a bulk VulnCheck tag batch

Detection content: new tag for CVE-2026-1731 (company-identifier check) and a bulk VulnCheck-derived tag batch

Tags with forward slashes now match in GNQL queries

GNQL Query: tags containing forward slashes (e.g. `IF-T/TLS VPN Negotiation Attempt`) now match correctly — the slash is properly escaped in the Lucene regex pipeline

New CVE and research tags, plus suspicious tags now recommended

Detection content: tag for CVE-2020-29597, research tag for CVE-2026-0770 (Langflows validate endpoint), Odin tag, and a bulk update marking all `sus` (suspicious-classification) tags as recommended

Activity spike detection compares any field against its baseline

Spike detection: a generic Activity Spike observation type — compares a recent analysis window against a historical baseline for any supported field, with CVE spikes live first and tag/JA4/port spikes only needing a constant added; the framework under future spike-based feeds

New v3 API endpoints to manage workspace-scoped tags

GN API v3: new workspace tag endpoints under `/v3/***********` for listing, creating, reading, updating, and deleting workspace-scoped tags, backed by the new tag service

GNQL input now detects and wraps IP ranges in queries

Visualizer: GNQL query input now detects IP ranges, supports ranges mixed with other parameters, wraps long resolved queries in the code box, and handles line breaks in the resolved-query dropdown

New Nuclei-derived tags across Cisco XE, Yonyou, Dahua, and Jira

Detection content: multi-day Nuclei-template-derived tag drop covering a cleaned-up Cisco XE tag, the full Yonyou directory, Weaver, Prestashop, a large Dahua batch, and additional Jira tags

Block IP list now shows the configured max instead of a misleading count

Block: IP-list view now shows the configured `max_ips` value when total IPs exceed the configured limit, instead of the misleading completed-scroll count (e.g. `4000/4000` instead of `4265/4000`)

CVE spike alerts now fire per subscribed workspace

Spike detection: a new CVE-spike observation type fires one event per subscribed workspace, with per-workspace time-series queries

Ghostie avatar gains a glasses disguise option

Visualizer: Ghostie avatar gains a disguise (glasses) option

Pass IP ranges directly in GNQL queries

GNQL: IP-range syntax in queries is now parsed into CIDR ORs, so users can pass IP ranges directly without manual conversion

Workspace Stats counts now display inline with bars

Visualizer: Workspace Stats sidebar refactored so count numbers display inline with bars

Non-admins can now update sensor outbound and access settings

Sensor Service: non-admin users can now update sensor outbound and sensor access settings — permission scope broadened from the prior admin-only model to match how teams actually operate sensors

Alerts backend rebuilt with encrypted webhook headers

Alerts platform: backend rebuild — a dedicated alert-operations service with encrypted webhook headers, alert and delivery logging moved behind an API client, and the legacy alert storage retired

New session-received observation type with persistent observations

Spike detection: a session-received observation type and feed event added end-to-end, plus a delete endpoint and observations that persist between runs

Refreshed trending tags content in Block

Block: trending tags content refreshed

Tag-spike lookups gain partial match and benign/threat counts

Spike detection: partial-match support for tag-spike lookups and the tag-name field, and vendor CVE spike events now carry benign/threat counts for downstream classification context

Workspace-isolated tag service with edit history now live

Workspace Tag Service v2: backend cutover landed — workspace-isolated tag schema, per-user ownership, tag revisions for edit history, and full CRUD; the substrate under the customer-managed-tags experience that shipped in November

Compare moves to the investigation surfaces and goes mobile-responsive

Compare: moved from /query/compare to /observe/compare to live alongside the rest of the investigation surfaces, with a mobile-responsive fix for the workspace selectors

Design and use a custom Ghostie as your avatar

Visualizer: Ghostie Avatars — customers can design and use a custom Ghostie as their user avatar, with access controls and a 'Download Ghostie as PNG' option

Recall visualizer added to the experiments page

Visualizer: Recall visualizer added to the experiments page

Same-week tags for Ivanti EPMM and Vite KEV, plus new CVE coverage

Detection content: same-week tags for the second Ivanti EPMM 2026 CVE and the KEV-flagged Vite CVE-2025-31125; new tags for CVE-2026-1281 and CVE-2026-23760; historical-CVE backfill batch and an additional protocol-tags batch

New botnet tag category surfaced in the UI

Visualizer: new 'botnet' tag category surfaced in the UI

New RondoDox botnet tag, two CVE tags, and a tag-naming cleanup

Detection content: new tag for the RondoDox botnet, CVE tags for CVE-2025-68645 and CVE-2021-4039, and a tag-cleanup pass that renames tags that should have carried a CVE

Unique IP Addresses card stays visible with an idle state

Compare: idle/empty state added to the Unique IP Addresses card, which is now always visible

Autocomplete no longer overwrites your full Compare query

Compare: autocomplete selection no longer replaces the entire query on the Compare page

GNQL Production workspace renamed to Global Observation Grid

Compare: the legacy 'GNQL Production' workspace is now named 'Global Observation Grid (GOG)' across the workspace dropdowns, customers with Data Reach entitlement can access GOG without explicit membership, dynamic workspace names replace the hard-coded 'Production only' label, and the IP Distribution card shows spinning loaders instead of misleading zeros while jobs are still running

IP export no longer fails with a 400 error

Compare: export-IPs 400 error fixed by reducing page size

Sessions timeseries view now supports nested items

Visualizer: Sessions timeseries view gains nested-items support

Tag substring search no longer returns duplicates

Tag Service: substring search no longer returns the same tag multiple times

Recall queries can now be scoped to your workspace

Recall: workspace-scoped time-series queries landed end-to-end — the foundation under workspace-scoped Recall queries for customers

Backend support for customer-controllable sensor egress

GN API: backend support for enabling sensor outbound traffic, mapping each sensor access level (none, LAN, internet, all) onto the persona outbound model — the backend half of customer-controllable sensor egress

Download a single session PCAP from the API

Session Service: single-session PCAP export endpoint — public API path to download a per-session PCAP from Recall data, paired with the in-product PCAP viewer shipped in December

New CVE, Nuclei, and WordPress scanner detection tags added

Detection content: VulnCheck Suricata-rules batch, additional Nuclei-based tag batch, generic WordPress plugin scanner tag, and new CVE tags for CVE-2026-21962 and CVE-2026-20045

New feed types available in the Feeds experience

Visualizer: new feed types added to the Feeds experience

Opt out of community signal sharing per workspace

Community GNQL sync: a separate sync agent and dataset for the community-shareable signal, with a per-workspace opt-out cached and refreshed every 24 hours — sets up a distinct community dataset alongside paid Recall data inside one stack

Set per-conversation message limits for the Charlotte AI agent

AI agent: optional per-conversation message limits for the Charlotte AI agent

Alert-schedule form validations restored

Visualizer: alert-schedule form validations restored

Faster app startup and workspace switching

Visualizer: smoother app initialization and workspace switching — initialization plugins for entitlements and user, and middleware triggered on workspace change

Workspace Compare scales unique-IP diffs to hundreds of thousands

GNQL Query Service: new async job manager for unique-IP diffs collects hundreds of thousands of unique IPs across two workspaces, streams partial results with a progress bar, and removes the previous 1,000-IP cap — the backend that makes Workspace Compare's Unique IPs experience usable at scale

Export entitlements now visible in the UI

Visualizer: Export entitlements now surfaced in the UI

IP Sim retired from the Visualizer

Visualizer: IP Sim removed, along with the chart components it was the last consumer of

Redis, WSUS, and sensitive-file-access detection tags refreshed

Detection content: Redis Scanner tag renamed to Redis Protocol with added rules, WSUS tag nocase matching, a generic sensitive-file-access-attempts tag, and a Nuclei-template-generated tags batch

New ASUS, Synology, and CVE-2025-64155 detection tags

Detection content: ASUS RT-AX55 authenticated RCE CVE-2023 tag, Synology test.cgi auth scanner tag, and CVE-2025-64155 promoted from silent to a full production tag

Download the current Sessions graph as JSON or CSV

Visualizer: one-click download of the current Sessions graph as JSON or CSV

Experimental GNQL endpoint matches main query handling

GNQL Query Service: the experimental endpoint now applies the same original-query/adjusted-query handling as the main path

New n8n CVE, apikeys.txt, and IoT login detection tags

Detection content: same-week tag for n8n unauthenticated file-access CVE-2026, apikeys.txt scanner tag, and updated generic IoT logins tag

Sessions table UI improvements

Visualizer: Sessions table UI improvements

Tags now load from the dedicated Tag Service

Visualizer: tags list now loads from the dedicated Tag Service rather than the legacy /v2/*********** path, with the new endpoint also used for tag enrichment

Block links and pricing prompts now use sales-led copy

Block: self-service copy replaced with sales-led language across links and pricing prompts

Logged-in users no longer hit the auth-required page

Visualizer: the confusing /auth-required page is no longer shown to already-logged-in users

New OpenFlow and N-Able tags plus crawler over-match fix

Detection content: new OpenFlow tag, N-Able tag promoted from silent to the CVE bucket (with duplicate removed), Ollama crawler over-matching fix, and a CVE-2023-41345 reference added

New protocol tag category surfaced in the UI

Visualizer: new 'protocol' tag category surfaced in the UI alongside its server route and TagIcon

Removed a duplicate Next button from Transporter Setup

Visualizer: extra Next button removed from the Transporter Setup flow

Session chips now link through to the source IP

Visualizer: SessionChip now links through to the source IP, and Observe nav items rearranged for the new layout

Clear alert now shown when authentication fails

Visualizer: explicit auth-error alert surfaced when authentication fails

Fixed remote-access detection in the sensor agent

Sensor agent: fixed remote-access service detection

Same-week tag for Cisco KEV CVE-2025-20393 and more

Detection content: same-week tag for Cisco KEV-flagged CVE-2025-20393, plus tags for the Ivanti LANDesk Remote Control scanner, Hikvision SDK/webLanguage scanner, new cmplatform and cryptominer scanning families, CVE-2025-14879, and a previously-silent scanner tag promoted to full production

URLs and indicators in analysis text are now defanged

Visualizer: URLs and indicators in analysis text are now defanged before display

Confetti when a profile is assigned to a sensor

Visualizer: confetti animation when a profile is assigned to a sensor

CVE queries in GNQL are now case-insensitive

GNQL Query Service: CVE queries are now case-insensitive

Fixed Block redirect behavior

Block: redirect-behavior fix

Fixed Sessions query autocomplete in the Visualizer

Visualizer: Sessions query autocomplete fixes

New Ivanti VTM and Palo Alto GlobalProtect tags

Detection content: new tags for the Ivanti VTM scanner, the classic Palo Alto GlobalProtect CVE-2019-1579, D-Link CVE-2026-0625, a PRELOGIN protocol rule, and an updated MCP/SSE-endpoint scanning tag

Block download timeout extended to four minutes

Block: download timeout extended to 4 minutes after large-file downloads were hitting the backend write timeout

Special characters in GNQL string values now escape correctly

GNQL Query Service: special characters inside string values are now properly escaped in the query string

First-time users accept an EULA before entering the product

Visualizer: first-time users now see an EULA acceptance step before entering the product

Quoted-keyword escaping fix corrects Visualizer results

GNQL Service: special characters inside quoted keywords are now properly escaped — fixes a class of incorrect Visualizer results

Blocklist downloads no longer catch files mid-write

Blocklist downloads: stored files are now versioned instead of overwritten in place, so customers no longer download a file mid-write

Same-week tags for HPE OneView and Fortinet flaws

Detection content: same-week tags for HPE OneView and Fortinet (Dec 2025) vulnerabilities

Compare workspace stats with a new stats-diff viewer

GNQL Query Service: stats-diffing between workspaces — API endpoint plus a stats-diff viewer page, extending the workspace-diff workflow from earlier in the month

Coverage for a related cluster of three November CVEs

Detection content: CVEs 2025-61675, 2025-61678, 2025-66039 covered as a related cluster

New Intel AMT scanner and exploitation tag

Detection content: Intel AMT scanner and vulnerability-exploitation tag

Refined OVA Profiles upload flow

Visualizer: OVA Profiles upload UI — follow-on improvements to the initial upload flow shipped the prior day

Send a real test payload to validate alert webhooks

Alerts: test webhook button — Visualizer button + API route that sends a real test alert payload to a configured webhook so customers can validate integrations before they fire for real

Session detail view auto-retries a failed initial fetch

Visualizer: Session detail view auto-retries on a failed initial fetch instead of showing an empty state

Suricata protocol-tag detection family now complete

Detection content: Suricata protocol-tag expansion completes (initial set Dec 3, remaining set Dec 19) — a new family of protocol-based detections distinct from CVE and actor tags

Toggle labels on dense Session Connections graphs

Visualizer: Session Connections graph gains a label-toggle for dense sessions where labels become unreadable

Alert links now work with special characters in queries

Alerts: query string is now URL-encoded when building alert links, so complex queries with special characters produce working pivots

Alerts page is now available to every user

Visualizer: alerts page and navigation no longer entitlement-gated — every user can reach the alerts experience

Fixed overlapping overlays in Session Explorer

Visualizer: cluster of z-index fixes across the sticky header, Session column-header menu, and other Session Explorer overlays

New VulnCheck and research-session detection tags

Detection content: VulnCheck mid-December batch + priority-queue research-session tags

RIOT stat replaced with a Business Service badge

Visualizer: RIOT stat in analysis view replaced with a badge, consistent with the new Business Service framing

Sensor bootstrap endpoint now checks entitlement

Sensor bootstrap endpoint is now entitlement-checked, in line with sensor creation

Enrichment accuracy improved across all workspaces

Enrichment now applies consistently across every workspace rather than production only — materially improving enrichment accuracy for all customer workspaces

Sensors and Profiles pages link directly into Explore

Visualizer: Sensors and Profiles pages now link directly into Explore for quick pivots

Time-axis intervals now show seconds or minutes as needed

Visualizer: time-axis intervals now choose seconds or minutes conditionally instead of always showing both

Upload OVA Profiles with backend image validation

Visualizer: initial OVA Profiles upload UI, paired with backend OVA-image validation in the Sensor Service

Blocklists now sorted by most recently updated

Blocklists: list now sorted by most-recently-updated so customers see what they actually touched last

Improved Transporter image rendering

Visualizer: UX improvements to Transporter image rendering

Metered endpoints now check allowance before counting usage

API: metered entitlement check ordering corrected across all metered endpoints — usage was being reported before the allowance was checked, leading to over-counting and incorrect throttling

More accurate Cisco SSL VPN brute-force block queries

Block: query-templates refinement, including more accurate Cisco SSL VPN brute-force queries

New tags and tags-over-time GNQL aggregations

GNQL Query Service: new `tags` endpoint and `tags-over-time` aggregation, with a 'Tags Over Time' sandbox view

New /v3/gnql/stats endpoint returns GNQL query stats

API: new `/v3/gnql/stats` public route surfacing the new GNQL Query Service stats capability

Recall service documentation now available in production

API: customer-facing Recall service documentation promoted to production

RIOT renamed to Business Service across the product

Visualizer: in-product 'RIOT' rebrand to 'Business Service' across the customer-facing experience

Sensor health now surfaced on update responses

Visualizer: sensor health now surfaced on update responses, plus follow-on PCAP viewer improvements

Entitlement changes now propagate to customers faster

Entitlement Service: cache TTL reduced to 1 minute so entitlement changes propagate to customers faster

New tags for CVE-2025-8489 and CVE-2020-27866

Detection content: same-week tag for CVE-2025-8489 and a VulnCheck tag for CVE-2020-27866

Refreshed Visualizer top navigation

Visualizer: top navigation refresh — sets up the redesigned global navigation surface

Saving a blocklist now automatically rebuilds its query

GNQL Blocklist: creating or updating a blocklist now automatically triggers a build for that query hash

Smoother onboarding for users created before the new provisioning flow

Auth0 provisioning: distinguishes users created before vs. after the new provisioning flow — adds metadata and an updated expired-plan modal so customers no longer land on the wrong onboarding screen

Blocklist counts now accurately reflect non-RIOT IPs

GNQL Blocklist: RIOT filtering now happens before the size-limit cap, so returned counts accurately reflect non-RIOT IPs

Sensor and Profile pages now show clear error states

Visualizer: Sensor and Profile pages now show proper error states instead of blank views on failure

User preferences now save across the Visualizer

Visualizer: first user-preferences surface — backend endpoints in the GN API plus Visualizer wiring that consumes them

Better handling of malformed GNQL requests

GNQL Service: better handling of malformed GNQL requests

New tags for three CVEs and ScadaBR added same week

Detection content: same-week tags for CVE-2025-44823/4 and CVE-2025-64328; ScadaBR detection tag

Trends can now exclude protocol-based tags from scoring

Visualizer: Trends can now exclude protocol-based tags from scoring — Labs request after the protocol-tag rollout started crowding top-10 lists

CSV and JSON exports now counted correctly for billing

GN API: `format=csv` and `format=json` query parameters now correctly recognized as export operations for billing and throttling

Manage hardware profiles via full CRUD API support

GN API: full create/read/update/delete support for hardware profiles, matching the underlying Sensor Service work

Multi-term Sessions searches now default to AND

Visualizer: Sessions queries now default to the AND operator, matching what users expect from multi-term searches

New CVE tag, actor IP refresh, and Nuclei rules shipped

Detection content: CVE-2022-40475 tag, AHREF actor tag IP refresh, Nuclei template rules drop

RIOT V2 web rule creation fixes and SSL options

RIOT V2: web-interface rule-creation fixes — schema validation errors resolved, rule URLs allowed, SSL options added

GNQL tag responses now include the latest slug

GNQL query service: tag responses now include the latest slug

New mobile nav matches the redesigned top nav

Visualizer: new Mobile Nav component aligned with the redesigned top nav

Profile Sensors card now refreshes after updates

Visualizer: Profile Sensors Card now refetches after an update so it reflects current state

Same-week tags added for two more CVEs

Detection content: same-week tags for CVE-2025-11749 and a CVE-2022-2290 tag

See sensor health directly in the Visualizer

Visualizer: new sensor-health views in product, driven by the canonical UserReasons backend work

Feeds drawer chart now matches the sparkline range

Visualizer: Feeds drawer chart now uses a 30-day range, matching the sparkline above it

Fixed percentage rendering on the SessionGraph timeseries

Visualizer: percentage rendering fix on the SessionGraph timeseries item

Improved Sensors table UX in the Visualizer

Visualizer: Sensors table UX improvements

New GNQL /stats endpoint with timestamp range filter

GNQL query service: `/stats` endpoint mirroring API behavior, integrated through the GN API handler with a timestamp range filter

New WSDL injection, React2shell, and benign-actor tags

Detection content: WSDL injection silent tag, OAST interaction-domain tag refresh, React2shell tag with CVE id, and Root Evidence benign-actor tag

Refreshed Block landing page with a new template

Block: landing-page updates with a new React template

Same-week silent tag added for CVE-2025-55182

Detection content: same-week silent tag for CVE-2025-55182 (with two same-day refinements)

Tag aliases now resolve to the canonical tag in GNQL

GNQL query service: tag-alias lookup so requests using a tag alias resolve to the canonical tag

VulnCheck-derived rules now carry a reference source

Detection content: all VulnCheck-derived rules now carry a reference-source field, improving auditability

Fixed alert reporting interaction with throttling

Alerts: fix for how the reporting path interacts with plan throttling

Fixed GNQL quoted-string and OR-operator parsing

GNQL Service: quoted-string parsing no longer leaves quotation marks on keyword fields, and OR operators now properly wrapped in parentheses — resolves a regression around quoted wildcards same-day

New tag search endpoint in the GN API

GN API: new `tag search` endpoint

Same-week and research-derived tags added for three CVEs

Detection content: same-week tag for CVE-2025-63207; research-derived tag for CVE-2023-45826; VulnCheck tag for CVE-2024-24578

Same-week tag added for React-ecosystem CVE-2025-64459

Detection content: same-week tag for the December React-ecosystem CVE (CVE-2025-64459), with a follow-up VulnCheck-backed tag

Validate uploaded OVA sensor images

OVA validation: backend support for validating uploaded OVA images — paired with the Visualizer OVA Profiles upload UI shipped Dec 18

Session timeseries chart shows percentage alongside counts

Visualizer: Session timeseries chart now shows percentage of total alongside absolute counts

Sessions graph items are now searchable

Visualizer: Sessions graph items are now searchable

Suricata midstream session pickups improve coverage

Suricata: midstream session pickups now enabled, broadening coverage of long-running sessions

Sensor map UX improvements

Visualizer: Sensor map UX improvements

Timeseries API now runs entirely on the rebuilt Recall service

API: cutover from the legacy timeseries service to the rebuilt timeseries backend — every customer timeseries call now runs against the rebuilt service, completing the customer-facing rollout that started with the fall Time Series API redesign

Block excludes benign RIOT scanner IPs by default

Block: RIOT (benign-scanner) IPs now excluded by default so customers don't block legitimate scanners

Historic data reach entitlement now enforced on session endpoints

Visualizer + API: historic data reach entitlement now enforced on session endpoints client-side and API-side, pairing with the broader Historic Data Reach feature

Sensor table column set refreshed

Visualizer: Sensor table column set refreshed

Session Explorer gains sticky query bar and keybinding fixes

Visualizer: Session Explorer cluster of UX improvements — sticky query bar, keybinding fixes, search reset, page-URL param removal from session links, and home/end key fixes on the sessions query

GNQL field-mapping fixes for cities and sensor ASNs

GN API: GNQL field-mapping fixes for cities and sensor ASNs plus a source-field exclusion bug fix

Same-week tags for November KEV wave RCEs

Detection content — November KEV wave: same-week tags for Fortinet FortiWeb OS command-injection RCE (CVE-2025-58034) and Oracle Identity Manager takeover RCE (CVE-2025-61757), plus VulnCheck tags for Flowise auth-bypass RCE (CVE-2025-8943) and Metro Development Server RCE (CVE-2025-11953)

Webhook headers now encrypted at rest across Alerts and Feeds

Alerts and Feeds: webhook headers are now encrypted at rest across every delivery service

Choose the time interval on Session Explorer timeseries

Session Explorer: time-interval radio group on the timeseries with interval propagated across explore/graph/multi pages and the timeseries API endpoint

Session Explorer adds query tips and a redesigned Help drawer

Session Explorer: query-autocomplete tips section and a redesigned Help drawer with Fields / Query Patterns tabs

Session queries auto-normalize Lucene syntax server-side

Session Explorer: server-side Lucene query formatting helper (normalizes case, replaces `==` with `:`, escapes special characters) applied to all session endpoints that accept a query

Specify a custom Transporter image during setup

Visualizer: custom Transporter image setup — form in the Transporter setup component to specify a custom image, with the image endpoint updated server-side to support it

Transporter setup auto-selects your OS for instructions

Visualizer: user OS now stored in userStore so Transporter setup instructions auto-select the right OS across components

Recall timeseries stats endpoint live with clearer GNQL errors

Recall: timeseries stats endpoint live in the standalone service, with GNQL parser cleanup so API users see clean syntax-error messages

Reworked auth-required redirect flow in the Visualizer

Visualizer: auth-required redirect flow reworked — 401 now thrown when no redirect provided, /auth-required page removed, docs redirect and workspace-invite flows tightened

Fixed IP classification selection in the Feeds form

Visualizer: Feeds form classification dropdown fix where IP classification selection was misbehaving

Friendlier session column names in Session Explorer

Session Explorer: server-side field label/description map for friendlier column names (Src/Dest expansions, Cnt → Count, refreshed tag and metadata labels)

Profile-creation errors now surface inline in the form

Visualizer: Profile-creation errors now surfaced inline in the form instead of collapsed into a generic message; added unit tests for ProfileForm

Redesigned Query page top bar with CVE search in the sidebar

Visualizer: Query page top-bar redesign — query and action buttons in the top bar, CVE search moved to the sidebar, NEW badge added to the Blocklist button

Sensor selection clears after a mass action completes

Visualizer: clear sensor selection after a mass action completes so users don't accidentally re-apply it to the same set

Filter sensors by health status

Sensors can now be filtered by health status

Blocklist creation now enforces remaining capacity limits

Block: entitlement enforcement on blocklist creation — checks remaining capacity against the plan limit and blocks creation when zero

Retrohunt IP results are now scoped to a workspace

Retrohunt: workspace-scoped IP results endpoint, filterable by workspace, with the retrohunt-creation handler accepting a workspace parameter

RIOT V2 stats endpoint for data introspection

RIOT V2: stats endpoint on management and consumption services for RIOT data introspection

Dismissed Transporter banner now stays dismissed

Visualizer: Transporter banner dismissal now persisted in session settings so it stays dismissed

New Session Explorer combines session panels in one view

Session Explorer: new multi-view page combining several session panels with a compact display mode and a cached fetch helper to reduce calls

Same-week KEV tags for Triofox and FortiWeb flaws

Detection content: same-week KEV tags for Gladinet Triofox improper access control (CVE-2025-12480) and Fortinet FortiWeb auth bypass (CVE-2025-64446)

Sensor search on profile assignment returns the right sensors

Visualizer: sensor-search filtering on profile assignment now returns the right candidate sensors

Block user guide now includes a walkthrough video

Block: walkthrough video embedded in the public Block user-guide docs

Export full PCAP and raw packets from a session row

Session Explorer: session packet export — download buttons in the expanded session row for full PCAP and raw source/destination packets, with proper content-disposition filename

New tags for XWiki LFI and a VulnCheck batch

Detection content: new tag for XWiki Platform path-traversal LFI (CVE-2025-55748) plus a VulnCheck batch covering Burk ARC Solo, Seeyon OA cookie leak, Linksys E1700 command injection, Anheng Mingyu Audit SSRF, and others

Sensor health is now available through the API

GN API: sensor `health` field surfaced on the Sensor model so external API consumers can filter and read sensor health

Sensors list now prompts you to set up hardware profiles

Visualizer: Transporter CTA banner on the Sensors list directing users to set up hardware profiles

Hide the Sensors map and act on sensors from the table

Visualizer: hide-Sensors-map toggle with mass actions surfaced through the table when the map is hidden, and Sensor ID promoted to the primary column

Tokenized blocklist URLs now appear in your account page

Block: tokenized blocklist URLs surfaced in the Visualizer Account → Blocklists page, with non-tokenized URLs kept available alongside for integrations that need them

New detection coverage for Fortinet and N-able vulnerabilities

New detection coverage for Fortinet FortiSIEM file write, N-able N-central XXE, and N-able N-central authentication bypass

Blocklist downloads are gzip-compressed to avoid timeouts

Block: gzip compression on blocklist IP responses plus a buffered writer to protect against download timeouts

Long input values no longer break form fields

Component library: GnInput, GnDateInput, and GnTypeahead now handle long values gracefully instead of blowing out their containers

Recall timeseries truncates to one week instead of erroring

Recall: timeseries data now truncates to a one-week default range on entitlement breach instead of returning 403

Add custom HTTP headers to alert webhooks

Alerts: custom HTTP webhook headers end-to-end — Visualizer UI for managing headers (auth tokens, custom identifiers) and matching backend storage in the alerts handler and repository

Cleaner profile cards with clearer ports and categories

Visualizer: Profile card / detail polish — categories only on the sensor page, protocols under the title, improved ports and categories display

Profiles now support multiple port types

Visualizer: ProfileForm now supports multiple port types per profile

Sensors auto-recover after cloud network resets

Sensor gateway: sensors now recover automatically from stale network state after a cloud-provider reset (reboots, transient network failures); rollout disabled by default and gated by config

Session Explorer adds a sortable counts graph view

Session Explorer: counts graph view with sorting and formatting, plus a loading state on the subfield selector

Transporter images now stream directly to you

Visualizer: Transporter image now streams directly to the user rather than returning a signed URL

Welcome page now highlights Sensors for eligible workspaces

Visualizer: Sensors card added to the signup welcome page for workspaces with sensors access

New Adobe Experience Manager SSRF and XML injection tags

Detection content: new Adobe Experience Manager tags for SSRF (CVE-2025-54249) and XML injection (CVE-2025-54251)

Recall timeseries fields filtered to your entitlements

Recall: timeseries response fields censored to the workspace's entitlements rather than returning 403

Session Explorer adds a force-directed connections graph

Session Explorer: force-directed connections graph view with in-component controls for maxNodes and minConnections

VulnCheck batch tags for Linksys, D-Link, and FOG flaws

Detection content: VulnCheck batch covering Belkin Linksys RE6500 (CVE-2020-35714), D-Link DNS-343 (CVE-2018-25120), FOG command injection (CVE-2024-39914), and others

Column header menu adds sort, filter, copy, and unique values

Session Explorer: column-header actions menu (sort, filter, copy, unique values) plus a unique-values drawer with search and copy

Session Explorer adds a treemap chart view

Session Explorer: treemap chart visualization for the session graph page with a graph-type switch and subfield selector

Create a blocklist directly from GNQL query results

Block: 'Create Blocklist' button on GNQL query results and a dedicated Blocklist Form drawer in the Visualizer — the in-app starting point for the Block product

Faster, more robust server-side caching in Block web

Block web: switched to Nuxt-native caching helpers for server-side hydration and a more robust cache implementation

Fetch blocklists via tokenized URLs without API key headers

Block: tokenized blocklist URLs end-to-end — pairs blocklist ID with API key into a tokenized URL so users no longer need to set API keys in request headers when fetching blocklists

New tags for SnowService and DelMia Apriso RCE CVEs

Detection content: new tags for SnowService API command-injection RCE (CVE-2024-11482) and DelMia Apriso code-injection RCE (CVE-2025-6204)

Higher rate-limit allowance for legacy-plan customers

Visualizer: rate-limit allowance increased for legacy-plan customers

RIOT V2 single- and multi-IP lookups now live

RIOT V2: single- and multi-IP lookup handler shipped — completes the V2 consumption pipeline

Sensor metadata now includes queryable country code

Sensor service: country_code added to sensor metadata, flattened for easy access, with a query param exposing it

Manage subscriptions, invoices, and cancellation in Block

Block: subscription details, invoice history, and end-to-end cancellation now live in the account UI — completes the self-serve subscription lifecycle

Check My IP teaser brings anonymous single-IP lookup

Visualizer: 'Check My IP' experiment — anonymous single-IP lookup as a teaser surface

CVE-2016-5674 tag extended to cover CVE-2025-1338

Workspace GNQL: CVE-2016-5674 tag extended to also cover CVE-2025-1338

Blocklist IP cap removed and download size aligned

Block: removed the cap on number of IPs allowed during blocklist creation and aligned the download-size cap with the backend

GNQL search metering enforces configured per-plan limits

GN API: new GNQL search meter — customers without the feature get unlimited untracked searches; entitled customers are tracked and cut off at the configured limit

Manage workspace blocklists from a new account page

Enterprise Block: /account/blocklists page in the Visualizer lets workspace users enable/disable, delete, view queries, copy endpoint URLs, and download from their managed blocklists

Block account page refreshed with workspace and billing surfaces

Block: Account page refreshed with the latest workspace and billing surfaces

Sensors can now capture outbound traffic

Sensor gateway: the outbound path landed end-to-end — sensors can now capture outbound traffic in addition to inbound

Trial-expiry emails now show the real expiry date

Block: trial-expiry email now reflects the actual expiry date instead of a hard-coded value

Blocklist queries now escape tag names correctly

Block: tag names in blocklist queries now use proper escapes instead of quotes, matching the backend's expectations

CVE-2022-1040 tag gains request-body matching for higher fidelity

Detection: CVE-2022-1040 tag extended with request-body matching for higher fidelity

New scanner tag: giftedvisitor

New tag: 'giftedvisitor' scanner

Block download APIs support redirect=false for clients that can't follow 30x

Block: download APIs now support redirect=false for clients (firewalls, scripts) that can't follow 30x responses

Block 'Download IPs' no longer truncates or garbles CSV

Block: CSV-data unmarshaling fixed for the 'Download IPs' button so downloads aren't truncated or garbled

Block stats bar shows 'false' instead of 'unknown'

Block: stats bar now correctly displays 'false' instead of 'unknown' (boolean-logic fix)

Cleaner sensor-persona display and update flow

Visualizer: polished sensor-persona display and the update flow around it

Faster Block providers endpoint

Block: providers endpoint performance fix

Feeds honor entitlements and auto-disable un-entitled event types

Feeds: entitlement checks added across the CVE status-change, CVE activity-spike, and IP classification-change event types — the UI disables un-entitled event types and auto-disables feeds whose entitlement was removed

GNQL response IPs now count toward your Search IP limit

GN API: GNQL response IPs now count toward the Search IP Limit meter

In-product setup instructions for the Transporter sensor

Visualizer: in-product setup instructions for the Transporter sensor component

Regenerated API keys work immediately without re-login

Block: regenerating an API key now updates the user session so the new key works immediately without re-login

Total IP count is now readable in Block light mode

Block: light-mode UI darkened slightly so total-IP-count text is readable

Clearer end-of-trial messaging and entitlement updates

Block: end-of-trial behavior reworked with clearer messaging and entitlement updates at trial end

First-time users always land provisioned after signup

Block: trial provisioning refactored to a POST on the signup page with an access-denied fallback, ensuring first-time users always end up provisioned

Copy a blocklist URL with API key in one click

Block: 'copy URL with API key' affordance on the blocklist UI

Create hardware profiles directly in the Visualizer

Visualizer: Create Profile flow — users with the sensors entitlement can create hardware profiles directly, folding the existing 'request a profile' flow into the new creation experience

New silent tag for an unusual honeypot crawler

New silent (non-emitting) tag for an unusual crawler observed in honeypot traffic, plus minor edits to neighboring tags

October detection wave adds same-week tags for major CVEs

Detection content — October wave: ~25 Nuclei-template bulk PRs, three priority-queue batches, multiple VulnCheck bulk drops, same-week tags for Cisco ASA CVE-2025-20333, Fortra GoAnywhere CVE-2025-10035, Oracle EBS CVE-2025-61882, Watchtowr's CVE-2025-36604, CVE-2025-59528, CVE-2025-58434, and CVE-2025-54381; Bruteforce tag family reclassified to malicious

CVE Spike Feed now saves filter-option changes

CVE Spike Feed: UI now persists filter-option changes (previously discarded on save)

Sensor create and delete now emit entitlement and metering events

Sensor service: create and delete operations now produce entitlement and metering events so usage is tracked against customer plans

Fixed an edge-case multi-IP query failure in Block

Block: edge-case multi-IP query failure resolved

Workspaces can update contact details and change their plan

Block API / Entitlement Service: workspaces can now update their contact details (PUT) and modify their plan behind a clean handler layer

Refreshed Profile Library layout in the Visualizer

Visualizer: Profile Library layout refreshed

Tag Activity gains IP-runtime field for proper CIDR filtering

Tag Activity: query gains an IP-runtime field, enabling proper CIDR filtering including BOGON range exclusion

Block query builder keeps the sidebar and query section in view

Block: sidebar and top query section now always visible in the query builder so users keep context as they iterate

Block query builder simplifies to a single-column layout

Block: query builder collapses to a single column, removes the show/hide stats-bar toggle on desktop, plus dropdown styling and stats-bar visual cleanup

Change a sensor's public IP directly from the Visualizer

Visualizer: customers can now change a sensor's public IP address directly from the UI, bringing the sensor back online faster after an IP change

New RDP Botnet and Mirai Botnet Block templates

New Block templates: RDP Botnet and Mirai Botnet

Sensor bootstrap drops a distro and blocks conflicting network managers

Sensor bootstrap: narrowed the supported distributions and now refuses to install when a conflicting network manager is detected

Timeline filtering now uses real IP fields, fixing bad matches

Visualizer Timelines: filtering now uses real IP fields instead of stringified IPs, fixing several incorrect-match cases

Block hides advanced query controls when viewing a template

Block: advanced query-builder controls hidden when viewing a template, keeping the surface focused

Time Series drops records with empty first_seen and last_seen

Time Series: records with empty first_seen / last_seen are now filtered out so results are sane

Workspaces admin shows a proper name for expired invites

Visualizer admin: workspaces UI was rendering a raw JSON object as the workspace name for expired invites; fixed the fallback in nested table rendering

Added AWS provider entries to the providers data set

AWS provider entries added to the providers data set

Clearer template-click behavior in Block

Block: template-click behavior reworked for clearer affordances

Expanded Block docs for setup, blocklists, and templates

Block: comprehensive docs sweep covering setup, blocklists, and template usage

New Block users start from searchable pre-built templates

Block: onboarding overhaul — new users land in a searchable, sortable list of pre-built blocklist templates (trending first), signup collects name, job title, and EULA in one step, and new accounts are provisioned onto a dedicated Block plan from day one

Updated Visualizer navigation for sensor and profile management

Visualizer: navigation and page layout updated for the sensor, persona, and profile management pages

Block populates the Actor field and adds 'Add Another' everywhere

Block: query builder now populates the Actor field from the data backend, and 'Add Another' is available on every field type

Block query builder uses a single scroll bar for long lists

Block: query builder reworked to a single outer scroll bar instead of many nested ones — better feel on long template lists

Filter Block queries by last-seen recent activity

Block: last-seen classification field added to the query builder for include/exclude by recent activity

Fixed false positives in the Weston tag

Detection: Weston tag false-positive fixes

Pass an API key in the URL when downloading blocklists

Block: customers can now pass an API key in the URL when downloading blocklists, unblocking firewalls that don't support custom headers (docs updated)

Raw-data viewer now queries sessions, previewing Session Explorer

Visualizer: raw-data viewer now queries sessions — first end-user-visible surface of the new Session Explorer experience

Tightened CVE-2021-21974 tag to remove a false positive

Detection: tightened CVE-2021-21974 tag to remove a recurring false positive

Block GNQL responses now list plan-restricted fields

Block: GNQL responses now include an explicit message listing which fields were restricted for the user's plan, so users see exactly which fields were dropped and can contact sales

Time Series API now available for customers

Time Series API: customer-facing endpoint live — handler, pagination with LIMIT/OFFSET, RFC3339 timestamps, dual cve and cves params, a stats aggregation endpoint, a CTE-based unique-count fix that spans the whole window

Block account creation syncs name and email into entitlement records

Block account creation now syncs the user's name and email into the entitlements service, so customer data is populated on entitlement records from day one

Block query builder cleanup: per-field controls and CIDR Block rename

Block: 'Add Another' on every query-builder field, removed input defaults and debounce, stale-state on the stats sidebar, dropped auto-empty field on canvas drag, 'IP Address' renamed to 'CIDR Block', and 'Buy Now' opens in a new tab

New Grafana enumeration tag and CVE detection rule

Detection: new tag covering Grafana endpoint enumeration plus a specific Grafana CVE rule

New Palo Alto Block template

New Block template: Palo Alto, expanding the customer-ready template library

New tag flags Commvault enumeration scanners (CVE-2025-57790)

Same-week tag: CVE-2025-57790 — flags scanners trying to enumerate Commvault servers

Run raw GNQL queries with time-range presets and shortcuts

Visualizer: raw-data view query input — GNQL text, time-range picker with presets, expand/collapse, keyboard shortcuts

Visualizer adds a new top navigation with access-gated Sensors

Visualizer: new top navigation, with the Sensors section conditionally visible based on user access

Block shows a provisioning page then routes you to Query Builder

Block: provisioning loading page while entitlements finish loading after signup, then redirect to the Query Builder

Fixed the Logsign RCE detection tag

Detection: small fix to the Logsign RCE tag

New tag for CVE-2025-6205

New tag: CVE-2025-6205

Trigger an on-demand blocklist refresh

Block: manual refresh endpoint — trigger a blocklist refresh outside the scheduled cadence

Workspace invitations no longer missed during signup

Visualizer: workspace invitations now retrieved before signup completes, fixing a flow where invites would be missed

New tag for Cisco Crawler activity

New tag: Cisco Crawler activity

Expired-plan Buy Now button routes to purchase

Block: Buy Now button on the expired-plan path wired through to the marketing site for conversion

New Block users start with a 1-day blocklist lookback

Block: default blocklist lookback shortened to 1 day so new users start on a sensible default

Block classification colors aligned with the Visualizer

Block: classification color palette aligned with the Visualizer for cross-product consistency

Roughly 2,800 new Nuclei-derived tags across many CVEs

Four large drops across CVE-2010/2014/2015/2017/2018/2021/2022/2023/2024 ranges — roughly 2,800 tags generated via our tag-authoring pipeline

Trial subscriptions now provision correctly

Entitlement Service: trial subscriptions now include the required billing period so they provision correctly

~1,570 new CVE tags across two drops

Two drops spanning CVE-2017-2024 — one ~800-tag drop and a second ~770-tag drop

Roughly 1,600 new Nuclei-derived tags across many CVEs

Three large drops across CVE-2017/2020/2022/2024 ranges — roughly 1,600 tags, with manual edits to dedupe references and tighten over-generic XSS payloads

Threat map experiment added to the Visualizer

Visualizer: Threat map experiment added behind the experiments framework

Block opens directly on the Query Builder

Block: Query Builder replaces the initial landing page, making query construction the default first surface

Block refreshes shared-query blocklists together in one pass

Block: refresh logic now refreshes all blocklists sharing a query hash in one pass, deduping work and fixing updated_at semantics

New detection tag for CVE-2025-2907

New tag: CVE-2025-2907 (Tychesoftwares) — triage-queue-driven

Source Country in Block now has autocomplete

Block: Source Country input replaced with an autocomplete menu for faster value entry

Trial customers see time-remaining banner in Block

Block: trial-time-remaining banner on the top nav for trial customers

VulnCheck tags now carry a reference source for rule synthesis

VulnCheck reference field standardization: reference:source added to all VulnCheck tags (~100 files) so downstream rule synthesis points at the right authority

Backfill tags for CVE-2023-50224, CVE-2023-22463, and a SPON file-read

Backfill tags: CVE-2023-50224, CVE-2023-22463, plus a SPON IP file-read tag

Edit existing blocklists, including nested groups, in Block

Block: edit existing blocklists after creation, including nested-group editing

Block ships public documentation at block.greynoise.io/docs

Block: public documentation site shipped at block.greynoise.io/docs, with markdown styling polish

Fetch a single blocklist by ID via the Block API

Block: GET endpoint to fetch a single blocklist by ID

Name your blocklists in Block

Block: name field on blocklists end-to-end (API, service, UI) so customers can label their blocklists

Block blocklist service now scales horizontally to 1M IPs

Block: the blocklist service now scales horizontally, letting parallel workers build blocklists of up to 1M IPs

Block warns when a blocklist exceeds the plan IP limit

Block: warning coloring and tooltips when a blocklist's IP count exceeds the plan limit

Blocklist readiness now visible via last_request

Block: blocklist status surfaced via last_request — empty means pending refresh, populated means ready

Blocklist results table drops last_seen and spoofable columns

Block: stripped last_seen and spoofable from the blocklist results table to declutter the customer view

Capped-plan blocklists stop collecting once the IP cap is hit

Block: blocklist worker stops collecting once the IP cap is reached, materially cutting query work for capped plans

Clear all query conditions with one button in Block

Block: clear-canvas button on the query builder to wipe all conditions

New detection tag for CVE-2018-11336

New tag: CVE-2018-11336 — not in NIST but seen in the wild and listed by FortiGuard

Block enforces enabled-blocklist limits at creation time

Block: rechecks enabled-blocklist count against the customer's entitlement at creation time, closing a race where users could exceed plan limits

Feed creation flow gets a refreshed design

Viz: Feed creation flow re-styled per the new design

New tags for blue.php scanner and generic SQL injection

New tags: blue.php scanner and a research-surfaced generic SQL-injection-over-HTTP pattern

Per-blocklist data-reach lookback enforced by entitlement

Block: data-reach (last_seen lookback) enforcement per blocklist based on the customer's entitlement

Per-blocklist IP limits enforced by customer entitlement

Block: per-blocklist IP-limit enforcement driven by the customer's entitlement (default unlimited)

Regenerate your Block API key from the UI

Block: API key recycle — backend handler and UI for regenerating a Block API key

Search menu now links out to GNQL reference docs

Viz: search menu dropdown now links out to GNQL reference docs

Thousands of new Nuclei-derived detections begin rolling out

Initial bulk drop: first major drop of Nuclei-template-derived tags — kicks off a multi-week program that produced thousands of new GNQL-queryable detections

View the IP list for an individual blocklist

Block: IP-list viewer for an individual blocklist

Block UI now supports light and dark mode

Block: light/dark mode parity in the UI

Blocklist UI shows a meaningful state while service warms up

Block: 503 propagation when the underlying blocklist service is still warming up, so the UI can show a meaningful state

Copy a blocklist URL directly from each row

Block: per-row copy-URL button on the Blocklist page so customers can quickly grab a blocklist URL

GNQL last_seen paging is now consistent

GNQL v3: stabilized last_seen ordering (was only second-precision, causing inconsistent paging)

New tag for FreePBX SQL injection activity

New tags: FreePBX SQL injection activity

One-click template to protect Fortinet appliances

Block: one-click 'Fortinet last_seen:7d' template for protecting Fortinet appliances

RIOT adds HTML source scraping for select services

RIOT V2: HTML-based source scraper implementation for certain RIOT services

Start blocklists from pre-built query templates

Block: pre-built query templates — Query Templates tab with four starter templates, plus a GNQL parser that converts the template's query back into a visual condition tree

Block API moves to a versioned /v1 path

Block API: path prefix renamed from /api to /v1 in preparation for sitting on api.block.greynoise.io

Blocklists are now scoped to a workspace

Block API: blocklists are now scoped to a workspace rather than an individual user

Download blocklists from the new Block API endpoint

Block: blocklist download endpoint shipped in the Block API; copy/download URL now points at the Block API instead of GNQL

New tag for CVE-2025-34143

New tag: CVE-2025-34143

Refreshed IP list for the Nokia Deepfield benign tag

Updated IP list for the Nokia Deepfield benign tag

Tag chart y-axis no longer dips below one

Visualizer: tag chart y-axis steps never go below 1, fixing a small visual oddity on low-activity tags

Triage Intelligence module now renders by default

Visualizer: Triage Intelligence Module is now the default when intel modules render, fixing a customer-confusion on-call ticket

Create blocklists end-to-end with live data

Block: create-blocklist flow wired end-to-end

Create hardware-profile sensors from the Visualizer

Hardware-profile sensors can now be created from the Visualizer

New actor tag for the Stony Brook / UBC research project

Actor tag for the Stony Brook / UBC academic research project hitting GreyNoise sensors

See query stats at a glance in Block

Block: query stats panel with loading states and a header toggle

Block adds welcome and account settings pages

Block: Welcome and Account pages — first-run prompt plus user/workspace settings

Manage all your blocklists from a new landing page

Block: Blocklist landing page where users see and manage their blocklists

New tag for TP-Link CWMP buffer overflow

New tag: TP-Link CWMP buffer overflow

RIOT adds diff and intersect operations on IP lists

RIOT V2: diff and intersect set-operations on IP lists for rule filtering

Sharper rules for the 'not exploitable' CVE banner

Visualizer: tightened logic for when the 'not exploitable' banner appears on CVE detail pages

Add custom headers to AlertOps webhook destinations

AlertOps: webhook destinations now support user-supplied custom headers, matching other destinations

CVE Analysis now detects every CVE mentioned in text

Visualizer: CVE Analysis now scans for all mentioned CVEs in the text (was only picking up the first)

Fixed HASSH-based tag detection logic

Detection: fixed HASSH-based tag logic that was failing CI; verified against CHINANET SSH bruteforcer fixtures

New feeds work without per-feed receiver config

Feeds receiver: accepts all root-path POSTs so new feeds do not require explicit per-feed config changes

New tags for Mercurial and GNU Mailman crawlers

New tags: Mercurial Crawler, GNU Mailman Crawler

RIOT V2 ships its first production services and rules

RIOT V2: first production drop of the V2 rewrite — services and rules imported into the V2 management API via Terraform

Subscribe to CVE Activity Spike events in Feeds

Visualizer: Feeds now surfaces CVE Activity Spike events so customers can subscribe to spike notifications

Tagging coverage added for recently-disclosed CVEs

VulnCheck weekly bulk drops (early Sept): multiple VulnCheck bulk merges producing tagging coverage for recently-disclosed CVEs

Update and delete your blocklists via the Block API

Block: update and delete blocklist endpoints in the Block API

First wave of PCAP-anomaly tags

Detection content (wave 1): first batch of ~40 PCAP-anomaly-derived tags built with our tag-authoring tooling and Nuclei templates, including AI-assisted names and descriptions

Rotated the public PGP key in security.txt

Disclosure: rotated the public PGP key in security.txt (previous key expired 2025-09-01)

Backfilled detection coverage for historical CVEs

Historical CVE coverage: backfilled tags for CVE-2016-15044, CVE-2013-1965, CVE-2021-35336, CVE-2024-46450, CVE-2024-32640, CVE-2001-0500, plus a tightened CVE-2017-6884 (Zyxel) tag scoped to specific exploit paths

New CVE Activity Spike event fires on rapid CVE surges

Feeds: new CVE Activity Spike event type — fires when a CVE sees a meaningful surge in scanning IPs within an hour

Disabled unsupported sort on the Sensors current-profile column

Viz: Sensors table sort disabled on the 'current profile' column (sorting it returned an empty table because the API doesn't support it)

GNQL query export now uses the v3 API

Viz: GNQL query export now goes through the v3 API

New tag for CVE-2025-8356

New tag: CVE-2025-8356

First machine-generated detection tag shipped to production

First machine-generated detection tag shipped to production — produced by an expert system that mimics analyst tag authoring, a meaningful milestone for tag content velocity

Netscaler ADC and Gateway tag shipped at disclosure

Same-week tag: CVE-2025-7776 — Netscaler ADC and Netscaler Gateway, shipped the same week as public disclosure

New tags for CHCNAV GNSS backdoor and backlog items

Tag batch (Aug 26 queue): CHCNAV P5E GNSS API credential leak / backdoor (CVE-2022-30622) plus backlog detections

Updated copy on the CVE activity view

Viz: CVE activity view copy update

Dry-run RIOT V2 rules before committing them

RIOT V2: rule dry-run endpoint — test rules without committing them, useful for rule authoring and validation

New tag detects web-check unauthed RCE (CVE-2025-32778)

New VulnCheck-sourced tag: CVE-2025-32778 (lissy93/web-check unauthed RCE)

New tags for Robomongo crawler and Citrix ADC Gateway

Tag batch (2025-W33): Robomongo Crawler, Citrix ADC Gateway login panel, and others

Visualizer pages now get canonical URLs for indexing

Viz: canonical URLs assigned to Viz pages so Google indexes them as distinct pages rather than collapsing to the index page

New tag for CVE-2025-57788

New tag: CVE-2025-57788

Redesigned charts return after a hydration fix

Viz: ChartJS-based chart redesign reshipped after a hydration fix (initial rollout caused hydration-related 500s on direct page loads and was reverted)

Alerts catch empty bulk-data files before they ship

Bulk data: error-detection logging plus size monitoring and an alert when the most recent bulk file lands under 1 MB

New tag detects ICTBroadcast command injection (CVE-2025-2611)

Same-week tag: CVE-2025-2611 — ICTBroadcast login command injection (initial coverage plus refined attempt-path detection)

New tags for suspicious-PATCH RCE, path traversal, and more

Tag batch (Aug 21): suspicious-PATCH potential-RCE, WEB-INF path traversal, ICTBroadcast follow-ups, and additional backlog detections

New tag detects FortiSIEM pre-auth command injection (CVE-2025-25256)

Same-week tag: CVE-2025-25256 — FortiSIEM pre-auth command injection

New tags for Ivanti Connect Secure login attempts and bruteforce

New tags: Ivanti Connect Secure login attempts and Ivanti Connect Secure bruteforce

New tags for MapSVG SQL injection and WordPress login bruteforce

Tag batch (Aug 18): MapSVG WordPress plugin SQL injection and WordPress login bruteforce detection

Old tag slugs now redirect to their new URLs

Viz: tag detail page now redirects users from old tag slugs to the new slug via the public tag lookup endpoint

Refreshed Qualys scanner attribution in RIOT

RIOT: Qualys IP and domain list refreshed for benign-scanner attribution

Tag detail pages handle long reference lists cleanly

Viz: Tag Detail references section handles a much larger number of references without breaking layout

New paginated CVE, product, and vendor search endpoints

API: paginated CVE search plus product/vendor search handlers — foundation for richer CVE and vendor browse experiences

New tags for Dahua camera CVEs and backlog detections

Tag batch (Aug 13): Dahua Hero C1 Smart Camera CVE-2025-31700 and CVE-2025-31701, plus several backlog detections

Updated Qualys tag with the latest scanner IPs

Qualys tag: updated with the published list of Qualys scanner IPs for better attribution

New tag for CVE-2025-51482

New VulnCheck-sourced tag: CVE-2025-51482

RIOT V2 services list endpoint now supports filtering

RIOT V2: services list endpoint now supports a filtering parameter

New tag detects WarHawk C2 attempts

New tag: WarHawk C2 attempts

Removed the deprecated CVE Sky experiment

Viz: deprecated CVE Sky experiment removed from the experiments page

Tag-based alerts show a tag badge instead of a raw UUID

Alerts: tag-based alerts now show the alert name with a tag badge in the subtitle instead of the raw tag UUID

Tag search now jumps to a pre-filtered Tags Directory

Viz: tag-dataset search modal now offers a 'See all results' jump into the Tags Directory pre-filtered with the search term

New tag for CVE-2025-54309

New VulnCheck-sourced tag: CVE-2025-54309

New tags for Portainer crawler, LFI, and backlog items

Tag batch (2025-W32): Portainer crawler, ag_proc0_9fd0_9 LFI, and a set of backlog detection requests

New tag detects XWiki LiveData REST SQL injection (CVE-2025-32429)

Same-week tag: CVE-2025-32429 — XWiki LiveData REST SQL injection (covers both checker and exploit-attempt paths)

New tag for WordPress XML-RPC method enumeration and backlog items

Bulk triage batch (Aug 6–8): WordPress XML-RPC method enumeration and other backlog items

Fix duplicate alert receipts and alert-tag associations

Alerts: duplicate-alert receipt fix and alerts-tag-association fix

Free-tier access opened on the /v3/ip endpoint

API: free-tier access opened on the /v3/ip endpoint — legacy free-tier and offering middleware gating removed; access and rate-limiting now flow through the entitlements service and handler-level checks

New tag for Exchange Server Autodiscover scanning

New tag: Exchange Server Autodiscover service scanner

Same-week tag for Cisco ISE RCE (CVE-2025-20337)

Same-week tag: CVE-2025-20337 — Cisco ISE command injection and container-escape RCE

New tag for OpenWrt LuCI interface crawlers

New tag: LuCI Crawler (crawlers targeting the OpenWrt LuCI interface)

Weekly VulnCheck detection rule batch added

Tag batch (VulnCheck rules, 2025-W31): weekly batch of VulnCheck-sourced detection rules

New tag for Showdoc file-upload exploit attempts

New tag: Showdoc file-upload exploit attempt

New tags covering CVE-2025-46811

New tags covering CVE-2025-46811

Clearer error when a GNQL query has no destination sensor

Viz: clearer error messaging when a GNQL query has no destination sensor

Fix Retrohunt result rows to match tag IDs

Retrohunt: result rows and tag IDs now match

More accurate CVE-to-product mapping from NVD CPE data

CVE Service: internal CVE records enriched with NVD-sourced CPE lists — better CVE-to-product mapping accuracy

New tag for WordPress WPBookit file upload (CVE-2025-6058)

New tag: WordPress WPBookit plugin file upload (CVE-2025-6058)

Sort GNQL search results by most recent activity

GNQL: sortable last_seen v2 timestamp field — customers can sort search results by most recent activity

Tuned IP timeline section display

Viz: IP timeline section display tuning

Auto-provision API keys for SSO-created users

Auth: API keys auto-provisioned when a user is created via SSO — removes a manual onboarding step

Fixed Single-Destination flag classification

Corrected how the Single-Destination flag is calculated

Fix Visualizer API key passing in bulk CVE analysis

Bulk CVE Analysis: Viz API key now flows through the request context — was previously always failing the check

Hide workspace switcher for single-workspace users

Viz: 'change workspace' affordance hidden for users with only one workspace

Improved rate-limit error logging for 429 debugging

Viz: rate-limit error-page logging improved for 429 debugging

New tag for Delta InfraSuite Device Master RCE (CVE-2023-1133)

Research tag: Delta Electronics InfraSuite Device Master unauthenticated .NET deserialization RCE (CVE-2023-1133)

New tag for Qdrant vector-DB directory traversal (CVE-2024-3584)

New tag: Qdrant vector-DB directory traversal (CVE-2024-3584)

Same-month tag for AMI MegaRAC SPX auth bypass (CVE-2024-54085)

Same-month tag: AMI MegaRAC SPX baseboard-management authentication bypass (CVE-2024-54085)

CVE and tags endpoints added to the public OpenAPI spec

Bulk CVE Analysis: CVE and tags endpoints added to the public OpenAPI spec, deprecated endpoints removed, staging docs promoted to production

Deduplicated CPE strings to reduce vulnerability data noise

CVE Service: CPE-string dedup by part/vendor/product — less noise in vulnerability data

VulnCheck source attribution now visible in the catalog

VulnCheck source attribution backfilled across the affected rules — provenance now visible in the catalog

Customer-visible detection for MCP and SSE endpoint scanning

MCP and SSE endpoint scanning tag: silent flag removed — first customer-visible detection coverage for AI tooling endpoints

Fix redirect loop forcing Viz admins to clear cookies

Auth Layer: redirect-loop fix — closes the oncall report where Viz Admin users had to delete cookies frequently to regain access

More lenient PDF parsing for uploaded CVE analyses

CVE Service: more lenient PDF parsing on customer-uploaded analyses

New tag for Alcatel AP1361D command injection (CVE-2025-52688)

Bulk triage: Alcatel AP1361D web-login command injection (CVE-2025-52688) and related items

Single-IP search and CVE/IP analysis forms refined

Viz: single-IP search regex improved + CVE/IP analysis form refinements

IP timeline restores classification default and full date range

IP timeline (v3): the default field is 'classification' again and the date-range truncation is gone

New tags for Panabit, Avocent PDU, and TOS CVEs

Detection tag batch: Panabit Panalog LibRes PHP command exec, Avocent power-management PDU default creds, TOS-related CVEs

Broader CVE coverage from VulnCheck's cpe-vulnerable index

CVE Service: VulnCheck client now pulls from the cpe-vulnerable index — expands vulnerability coverage

New tag for Google Compute Engine metadata-access scanners

New tag: Google Compute Engine metadata-access scanner

New tag for mooSocial mooStore RCE (CVE-2023-4174)

New tag: mooSocial mooStore RCE (CVE-2023-4174)

Rate-limit hits now show a clean error page

Viz: rate-limit experience reworked off cookie-based tracking onto a clean error page

Same-day tag for SharePoint ToolShell RCE chain (CVE-2025-53770)

Same-day tag: 'ToolShell' — in-the-wild Microsoft SharePoint pre-auth RCE chain (CVE-2025-53770) — plus follow-on implant-check tag for spinstall0.aspx web shells

Tag fixes for Docker, EGroupware RCE, and PHPUnit

Detection tag batch: Docker scanner rule fix, EGroupware spellchecker PHP command-injection RCE, PHPUnit RCE accuracy improvement

IP page now supports the metadata.domain GNQL facet

Viz: metadata.domain GNQL facet supported on the IP page — fixes an oncall report

Refreshed public API documentation

Viz: public API documentation refreshed

Same-week tag for Ivanti EPMM RCE with retrohunt backfill

Same-week tag: Ivanti EPMM RCE (CVE-2025-4428) — a retrohunt enables backfill across stored traffic

Tag fixes for EJS SSTI, Cacti Weathermap, Eir D1000, and Yonyou NC

Detection tag batch: session-query fixes across EJS SSTI and others, Cacti Weathermap arbitrary file write, plus Eir D1000 TR-064 CVE-2016-10372, Yonyou NC NCMessageServlet deserialization RCE

Tag timeline now sources created date from one source of truth

Tag Timeline: created-date sourced from tagManager (single source of truth), events sorted chronologically, 'GreyNoise Created Tag' event named explicitly

Akamai added as a trust-level-1 RIOT provider

RIOT: Akamai added as a trust-level-1 provider with Edge DNS/DHCP resources

Dedicated rate-limit page shown on 429 responses

Viz: dedicated authenticated rate-limit page exposed on 429 responses — part of the free-tier rate-limiting rollout

Larger analysis upload limits for paid tiers

Viz: analysis-upload file size now entitlement-checked — paid tiers get larger upload windows

New tags now auto-trigger a historical retrohunt

Retrohunt: Tag Service auto-triggers a retrohunt when a new tag lands — closes the loop between content authoring and historical coverage

Same-day tag for Cisco ISE deserialization (CVE-2025-20281)

Same-day tag: Cisco ISE Java deserialization (CVE-2025-20281) + ENV scanner rule refresh

Tag fixes for PHP CGI RCE and PDR Labs actor rules

Detection tag fixes: PHP CGI RCE rule and PDR Labs actor rule

Tag IP export copy clarifies it always covers the last 24 hours

Viz: Tag IP export copy clarifies that exports always cover the most recent 24 hours regardless of selected time range

Extended rule coverage for the AWS Configuration Scanner tag

Extended rule coverage on the AWS Configuration Scanner tag

New tag for Ollama API endpoint crawling

Silent tag: Ollama API endpoint crawling — emerging risk as LLM-serving endpoints get exposed to the internet

One upstream event can now fan out to multiple feed events

A single upstream event now fans out to multiple Feed events (e.g. a New IP also triggers an IP classification change) — foundation for multi-feed coverage

New tag for ASUS auth-bypass exploit chain (CVE-2025-2492)

Silent tag: ASUS auth-bypass exploit chain (CVE-2025-2492)

Tag updates for Brother printers, Realtek worm, Azure OMI, and Zimbra

Detection tag batch: Brother Printer crawler, URI computer-architecture-string (malware-dropper pattern), VulnCheck updates for Realtek miniigd UPnP worm (CVE-2014-8361) and Azure OMI RCE, Zimbra Collaboration Suite XXE tightened so Metasploit's module is reliably detected

Hello World scraper botnet tag promoted to suspicious

Hello World scraper botnet tag promoted to suspicious classification based on observed behavior

New Sitecore crawler tag and redundant-field cleanup

New Sitecore crawler detection tag + redundant-field cleanup across several existing tags

Same-week tag for FortiWeb pre-auth SQLi RCE (CVE-2025-25257)

Same-week tag: Fortinet FortiWeb pre-auth SQL-injection RCE (CVE-2025-25257) — based on the WatchTowr public PoC

Feeds charts and sparklines restored in the Visualizer

Viz: Feeds charts and sparklines restored on the Feeds experience

New detection tags for CData, Cisco IOS, ScriptCase and Wanhu RCEs

Detection tag batch: CData Connect Java directory traversal (CVE-2024-31849), Cisco IOS unauthorized command-execution RCE, D-Link UPnP exploits, ScriptCase pre-auth RCE (CVE-2025-47227) and Wanhu OA RCE

New tag detects the Hello World scraper botnet

New tag: JA4-fingerprint detection for the Hello World scraper botnet

Same-day tag for SonicWall SMA1000 deserialization (CVE-2025-23006)

Same-day tag: SonicWall SMA1000 Java deserialization (CVE-2025-23006)

New tags for Pterodactyl Panel and Sitecore XP RCEs

Bulk VulnCheck research drop: Pterodactyl Panel RCE (CVE-2025-49132), Sitecore XP authenticated PowerShell and UploadPage2 RCEs (CVE-2025-34510/34511)

Retrohunted IPs now appear in customer search results

Retrohunt: replayed IPs now flow into GNQL sync runs — retrohunted data shows up in customer search results

Same-week tag for Wing FTP unauthenticated RCE (CVE-2025-47812)

Same-week tag: Wing FTP Server LoginOK.html unauthenticated RCE (CVE-2025-47812)

New tags for Apache Axis, HongJing HCM and IBM MQSeries

Tag-authoring sprint, June 2025, part 1: tag batch closing out June (Apache Axis version check, HongJing HCM SQLi, IBM MQSeries web console login)

Same-week tag for CitrixBleed 2 (CVE-2025-5777)

Same-week tag: 'CitrixBleed 2' — Citrix NetScaler ADC/Gateway memory-disclosure (CVE-2025-5777), a high-profile KEV CVE

Tag and CVE activity charts now span 90 days

Viz: 90-day windows on tag activity and CVE tag activity charts

Deliver Feeds to Slack

Feeds: Slack as a delivery destination

Filter feeds by IP and CVE

Feeds: IP-level and CVE-level filtering on feed configurations

Refreshed X-server connection and Censys actor tags

Tag updates: X-server connection and Censys actor refreshed

Track delivery activity per feed

Feeds: per-feed delivery activity tracking

Create an alert straight from the No-Results page

Viz: 'Create alert' button on the No-Results page — GNQL query pre-populated

New tag for nginx directory traversal

Detection content: nginx directory traversal tag

Same-month tag for Roundcube deserialization (CVE-2025-49113)

Same-month tag: Roundcube PHP object deserialization (CVE-2025-49113)

New tag for vBulletin template-engine flaw (CVE-2025-48828)

New tag: vBulletin template-engine vulnerability (CVE-2025-48828)

Page through all retrohunt results

Retrohunt: pagination on session queries — no more implicit cap on retrohunt result browsing

Retrohunt jobs now persist executed queries for retry and audit

Retrohunt: executed queries persisted on retrohunt jobs for retry and audit

Cleaner outbound headers and IP-classification-change events in Feeds

Feeds: cleaner outbound header format and IP-classification-change events in the FeedForm UI

New tag for Rockwell Automation (CVE-2023-2915)

Research tag: Rockwell Automation CVE-2023-2915

New tag for WireGuard handshake traffic

New tag: WireGuard handshake traffic

New tags for SQLi, DLL POST, Citrix and WordPress exploit attempts

Tag-authoring sprint, June 2025, part 2: SQLi, DLL POST, Citrix-environment, WordPress-admin exploit attempts

Test-webhook output trimmed to a concise result

Feeds: test-webhook output now returns a concise result instead of verbose response details

Build GNQL queries by click-and-drag in Labs

Viz: GNQL Builder lands as a Labs experiment — click-and-drag GNQL query assembly

New tags for SharePoint XSS, Shadowserver and research tags

Detection tag batch (3): SharePoint XSS silent tag, Shadowserver actor refresh, goformQosClas research tag

New tags for Netgear traversal and research POCs

Detection tag batch: Netgear directory traversal + research POC batch (Jun 12 queue)

Same-month tag for Infoblox NetMRI RCE (CVE-2025-32813)

Same-month tag: Infoblox NetMRI unauthenticated RCE (CVE-2025-32813)

Retrohunt rule hits now surface source IPs in the API

Retrohunt: source IPs that hit retrohunt rules now surfaced in the API response

Six new detection tags for default logins, scanners, and proxies

Detection tag batch (6): Trilithic Viewpoint default-login, plupload scanner, Psiphon proxy, generic PHP DebugBar exposure, CVE-2021-26292, CVE typo fixes on two existing tags

Test a feed before saving it in the Visualizer

Viz Feeds UI: 'Test feed' affordance added, redundant chart hidden

Visualizer tokens now refresh before expiry to cut auth errors

Viz auth: tokens now refreshed before expiry — eliminates a class of auth-edge errors

Data License Agreement link added to the Sensors tab

Sensors tab: Data License Agreement link added alongside the EULA

Feed configuration now reflects your entitlements

Feeds: entitlement awareness wired into feed configuration

New same-week tag for CVE-2025-5086

Same-week tag: CVE-2025-5086

New tag for FlowiseAI unauthenticated API-key overwrite

Same-month tag: FlowiseAI unauthenticated API-key overwrite — early coverage for AI tooling vulns

Seven new detection tags for recon and info-disclosure activity

Detection tag batch (7): Firebase recon scanner, Postgres pg_hba.conf info-disclosure, Kyocera DoS activity, VICIdial recon, DWR test-page scanning, plus a nuclei-templates import

Five new detection tags including in-the-wild CVE exploitation

Detection tag batch (5): Ruijie NBR file upload, Weaver E-cology RCE, in-the-wild fake CVE-2023-42115 payload, CVE-2024-38473 exploitation, bulk research drop (Jun 9 queue)

Search suggestions now show the full facet list

Viz: search suggestions now show the full facet list rather than a truncated default

ValueChip clicks now wrap OR queries in parentheses to keep semantics correct

Viz: ValueChip clicks now wrap existing OR queries in parentheses to keep semantics correct

Eight new detection tags for scanners and CVE exploitation

Detection tag batch (8): Apollo login scanner, CVE-2023-2227, CVE-2022-35653, CVE-2015-2280, CVE-2023-4542, Fortinac actor refresh, Geoserver scanner refresh, exploratory Metasploit-module-conversion batch

New tag for Cisco-product Log4j scanner traffic

New tag: Cisco-product Log4j scanner traffic

New tag for Shenzhen Huashi telecom gateway RCE attempts

New tag: Shenzhen Huashi telecom gateway RCE attempts

Feed webhooks split into CVE-status and IP-classification routes

Feeds: webhook routes split into /cve-status-change and /ip-classification-change for separate tracking

Four new detection tags and tag fixes for recent CVEs

Detection tag batch (4): CVE-2025-47916, E-cology BSH-servlet tag fix, Moxa MXView CVE-2017-7455, Clinic's PMS CVE-2025-3096, command injection, Metasploit-conversion experiment

New same-week tag for CVE-2025-34027

Same-week tag: CVE-2025-34027

New tag for Infinitt PACS medical-imaging vulnerability

New tag: Infinitt PACS (medical-imaging) system vulnerability

Five new detection tags and CVE tag fixes

Detection tag batch (5): CVE-2011-4804, CVE-2024-12209, silent CVE-2023-0563, fixes to CVE-2019-7238 and HPE Edgeline authentication-bypass tags

Test a feed webhook before going live

Feeds: in-product 'test webhook' endpoint for validating destinations before going live

New silent tag for CVE-2024-12856 on Four-Faith routers

Silent tag: CVE-2024-12856 (Four-Faith routers)

New silent tag for MCP and SSE scanning against AI tooling

Silent tag: MCP (Model Context Protocol) and SSE scanning — first visibility on a new traffic shape against AI tooling

New silent tag for WordPress user-enumeration scanning

Silent tag: WordPress user-enumeration scanning

RIOT v2 management API OpenAPI docs now published

RIOT v2: management API OpenAPI docs published — first public-shape contract

Search regex now handles defanged IP literals

Viz: search regex now handles defanged IP literals (e.g. 1[.]2[.]3[.]4) — fewer copy-paste foot-guns for analysts

EULA acknowledgement copy added to sensor deployment

Sensor deployment UI: EULA acknowledgement copy added

Four new detection tags including WordPress SQL injection

Detection tag batch (4): two WordPress SQL-injection vulnerabilities, CVE-2022-0666, CVE-2019-17444

New tag for CVE-2023-38950 ZKTeco path traversal

New tag: CVE-2023-38950 (ZKTeco path traversal)

Updated tag for CVE-2025-4632 on Samsung MagicInfo

Tag update: CVE-2025-4632 (Samsung MagicInfo)

New tags from the VulnCheck bulk detection drop

New tags: VulnCheck bulk detection drop

Same-day tag for actively exploited Cisco IOS XE RCE

Same-day tag: Cisco IOS XE Wireless Controller RCE (CVE-2025-20188) — actively exploited

Free-user navigation restored with upgrade prompts

Viz: free-user nav restored with upsell prompts and a clear upgrade path

Silent tags no longer appear in public tag endpoints

Silent tags filtered from all public tag endpoints — cleaner data surface

Verified users no longer see a stale unverified state

Fixed: email-verified users no longer see a stale unverified state

New tags for Synology, SonicWall GMS, and Nortek exploits

New tags: Synology DiskStation null-byte exploit, SonicWall GMS XMLRPC unauth RCE, Nortek device RCE

Visualizer now respects rate-limit responses without retrying

Fixed: Viz now respects rate-limit responses — no silent query retries

Same-week tag for Fortinet RCE (CVE-2025-32756)

Same-week tag: Fortinet RCE (CVE-2025-32756)

Analysis stats percentage calculation corrected

Fixed: Analysis stats percentage calculation corrected

Customers alerted ahead of navigation simplification

'Analysis is moving' alerts — customers notified ahead of nav simplification

New tag detects $IFS bash RCE payload obfuscation

New tag: $IFS bash RCE payload obfuscation detection

New tag detects DICOM medical-imaging port scanners

New tag: DICOM protocol scanner (medical-imaging ports)

Same-week tag for Ivanti EPMM RCE (CVE-2025-4428)

Same-week tag: Ivanti Endpoint Manager Mobile RCE (CVE-2025-4428)

New tags for D-Link D-View and GeoVision injection

New tags: D-Link D-View (CVE-2023-5074), GeoVision command injection (CVE-2024-11120), plus a bulk research batch

Saved GNQL queries no longer return bad-query errors

Fixed: GNQL regression — customer-saved queries no longer return bad-query errors

Workspace invite flow now auto-provisions with cleaner onboarding

Workspace invite flow reworked — new auto-provisioning with cleaner onboarding steps

New tag detects SysAid pre-auth RCE chain (CVE-2025-2775)

New tag: SysAid on-prem pre-auth RCE chain (CVE-2025-2775)

Feeds emit IP classification change events with old and new state

Feeds emit an IP classification-change event carrying the old and new state on every change

Feeds track continuous per-IP state changes over time

Feeds now track continuous per-IP state — Actor, Classification, Spoofable, and First/Last Seen

Corrected sensor install instructions in onboarding

Fixed: sensor install instructions corrected in Viz onboarding

SSO login no longer fails on malformed group data

Fixed: SSO login no longer fails when encountering malformed group data

New tag detects FoxCMS command injection RCE (CVE-2025-29306)

New tag: FoxCMS command injection RCE (CVE-2025-29306)

IP Timeline fields no longer render empty for some customers

Fixed: IP Timeline fields no longer silently empty for some customers

New tag detects Hikvision security management RCE

New tag: Hikvision integrated security management RCE

IP Details page hardened against malformed input

Fixed: IP Details page hardened against malformed or non-IP input

SSO users without a workspace are now handled gracefully

Fixed: SSO users without a workspace assignment are now handled gracefully

New tags for Craft CMS RCE and Landray OA RCE

New tags: Craft CMS RCE (CVE-2025-32432), Landray OA RCE, CVE-2024-7151, priority-queue batch (12 CMS tags)

New tags from the VulnCheck bulk detection drop

New tags: VulnCheck bulk detection drop

Refreshed workspace navigation

Workspace navigation refreshed

Same-week tag for SAP NetWeaver zero-day (CVE-2025-31324)

Same-week tag: SAP NetWeaver Visual Composer zero-day (CVE-2025-31324, CVSS 10.0)

New tags for Adobe Experience Manager bypass

New tags: Adobe Experience Manager bypass and CVE-2024-30620

IP Details cleaned up by removing stale fields

IP Details cleaned up — stale and redundant fields removed

New Labs experiment: WatchGOG

New Labs experiment: WatchGOG

New tag detects CVE-2025-34028

New tag: CVE-2025-34028

Clearer API error messages and updated auth package

Auth package updated and API error messages improved

New tag detects Langflow activity

New tag: Langflow

New tag detects BPFDoor controller activity

New tag: BPFDoor controller activity (Chinese-linked APT backdoor)

Long-running API requests no longer time out at the load balancer

Fixed: long-running API requests no longer time out at the load balancer

New tag detects Netgear NMS300 file upload (CVE-2023-38098)

New tag: Netgear NMS300 arbitrary file upload (CVE-2023-38098)

New tag detects Gladinet CentreStack hard-coded key (CVE-2025-30406)

New tag: Gladinet CentreStack hard-coded key (CVE-2025-30406, CISA KEV)

New tags detect CVE-2025-22960 and CVE-2025-22961

New tags: CVE-2025-22960 and CVE-2025-22961

Faster Visualizer load times via optimized blocklist and unauthenticated calls

Visualizer load time improved — blocklist and unauthenticated calls optimized

Search and filter Labs experiments to find them faster

Labs search and filtering — find experiments faster

SSO now accepts only vetted identity providers

SSO provider allowlist hardened — only vetted identity providers accepted

New tag detects Apache Camel CVE-2025-27637

New tag: Apache Camel CVE-2025-27637

Per-page settings now persist across sessions

Visualizer: per-page settings now persist across sessions

Billing entitlements now work when corporate networks block scripts

Fixed: billing entitlements now work even when client-side scripts are blocked on corporate networks

New tags detect Arcadyan TLV, ZendTo, and Kentico

New tags: Arcadyan TLV, ZendTo, Kentico (2)

Plan page restored and API key page refreshed

Plan page restored and API key page refreshed

RIOT dataset refreshed with current Qualys scanner IPs

RIOT dataset: Qualys scanner IPs refreshed

New tag detects D-Link/TRENDnet gena.cgi buffer overflow

New tag: D-Link/TRENDnet gena.cgi buffer overflow

Standardized Visualizer page layouts for a consistent experience

Visualizer page layouts standardized for a consistent experience

Detection report outputs now use secure pre-signed URLs

Detection reports: outputs now use secure pre-signed URLs

New tag detects HTTP Referrer header probing

New tag: HTTP Referrer header probing

PCAP date picker now works in Firefox

Fixed: PCAP date picker now works in Firefox (customer-reported)

New Labs experiment: Technology Tags heatmap

New Labs experiment: Technology Tags heatmap

New tag detects CasaOS login bruteforce attempts

New tag: casaOS login bruteforce detection

New tags detect Vite file disclosure (CVE-2025-30208) and Royal Elementor file access

New tags: Vite arbitrary file disclosure (CVE-2025-30208), WordPress Royal Elementor arbitrary file

New tags added from Nuclei templates

New tags: 2 Nuclei template-sourced detections

New tags detect CVE-2024-46938 and Umbraco SSRF

New tags: CVE-2024-46938, Umbraco SSRF

Same-day tag detects Ivanti Connect Secure RCE (CVE-2025-22457)

Same-day tag: Ivanti Connect Secure RCE (CVE-2025-22457)

Status page migrated to Incident.io

Status page migrated to Incident.io

New workspaces no longer carry a 'Personal:' name prefix

New accounts: workspace name no longer prefixed 'Personal:'

vBulletin tag and CVE-2023-27997 detection refined

Detection tuning: VBULLETIN tag updated, CVE-2023-27997 match fix

New tag detects ManageEngine Desktop Central deserialization RCE

New tag: ManageEngine Desktop Central deserialization RCE

New tag detects NAKIVO Backup & Replication activity

New tag: NAKIVO Backup & Replication

New tag detects CVE-2019-9874

New tag: CVE-2019-9874

New tag detects CVE-2018-20334

New tag: CVE-2018-20334

Same-week tag detects IngressNightmare ingress-nginx RCE

Same-week tag: IngressNightmare — Kubernetes ingress-nginx critical RCE (CVE-2025-1974)

Same-week tag detects Next.js middleware bypass

Same-week tag: Next.js authorization middleware bypass (CVE-2025-29927)

New tag detects Netatalk buffer overflow

New tag: Netatalk stack buffer overflow (CVE-2022-23125)

New tag detects Sitecore XP deserialization RCE

New tag: Sitecore XP deserialization RCE (CVE-2025-27218)

New tags add same-day coverage for 5 Tenda router CVEs

New tags: Tenda router vulnerability cluster — 5 CVEs, same-day coverage

New tag detects Apache Tomcat partial PUT RCE

New tag: Apache Tomcat partial PUT RCE (CVE-2025-24813)

New tag detects CVE-2024-3408

New tag: CVE-2024-3408

New tags detect GLPI SQL injection and RCE

New tags: GLPI SQL injection and RCE

New tags detect Zyxel device information leaks

New tags: Zyxel device information-leak detections

New tag detects CVE-2018-12998

New tag: CVE-2018-12998

New tag detects Cisco RV-series command injection

New tag: Cisco RV-series command injection

New tags detect CVE-2024-21793 and CVE-2024-26026

New tags: CVE-2024-21793 and CVE-2024-26026

New tag detects iceshrimp/calckey SQL injection

New tag: iceshrimp/calckey SQL injection

New tag detects WeGIA path traversal

New tag: WeGIA path traversal

New tag for Joomla! local file inclusion

New tag: Joomla! local file inclusion

New tag for generic SAML authentication probing

New tag: Generic SAML authentication probing

New tag for Modat actor detection

New tag: Modat actor detection

New tag for OPC DA handshake scanner

New tag: OPC DA handshake scanner (ICS protocol detection)

New tag for Adobe ColdFusion BlazeDS deserialization

New tag: Adobe ColdFusion BlazeDS deserialization (CVE-2017-3066, CISA KEV)

New tag for CVE-2025-25343

New tag: CVE-2025-25343

New tag for MITRE Caldera dynamic-agent RCE

New tag: MITRE Caldera dynamic-agent RCE (CVE-2025-27364)

Zero-downtime deploys end Visualizer interruptions on release

Zero-downtime deploys — eliminated Visualizer interruption on every release

IP timeline API error regression fixed

Fixed: IP timeline API error regression (customer-reported)

CVE data now refreshes fully every hour

CVE data freshness restored — hourly full refresh

New tag for Zyxel NAS RCE

New tag: Zyxel NAS RCE (CVE-2024-29974)

Semicolons in IP queries no longer break search

Fixed: semicolons in IP queries no longer break search

Visualizer dates now display in UTC by default

Visualizer dates now display in UTC by default

New tag for Apache Superset authentication bypass

New tag: Apache Superset authentication bypass (CVE-2023-27524)

New tag for BeyondTrust PRA/RS unauthenticated RCE

New tag: BeyondTrust PRA/RS unauthenticated RCE (CVE-2024-12356, CISA KEV)

Legacy alerts removed in favor of Alerts v2

Legacy alerts removed — fully replaced by Alerts v2

New tags for Apache Storm, Pyspider, and FUXA exploits

New tags: Apache Storm API access, Pyspider debug endpoint, FUXA command execution

New tags for Roxy Fileman, Planon, and Trend Micro exploits

New tags: Roxy Fileman file upload, Planon XSS, Trend Micro file-delete exploit

New tags for Apache Tomcat and RDP bruteforce activity

New tags: Apache Tomcat bruteforce and RDP bruteforce detections

Same-day tag for Palo Alto PAN-OS authentication bypass

Same-day tag: Palo Alto PAN-OS authentication bypass (CVE-2025-0108)

New tags for Build Your Own Botnet and GIGI WIFI exploits

New tags: Build Your Own Botnet web UI RCE (CVE-2024-45256), CVE-2024-46506, GIGI WIFI RFI

New tags for QNAP NAS and Rudder Server SQL injection RCE

New tags: QNAP NAS (CVE-2022-23121) and Rudder Server SQL injection RCE (CVE-2023-30625)

New tag for Citrix ADC/Gateway directory traversal RCE

New tag: Citrix ADC/Gateway directory traversal RCE (CVE-2024-7097)

RIOT Cloudflare entry corrected

RIOT dataset: Cloudflare entry corrected

New tag for SonicWall SSL-VPN auth bypass

New tag: SonicWall SSL-VPN auth bypass (CVE-2024-53704)

New tag for XML External Entity HTTP attacks

New tag: XML External Entity (XXE) HTTP attack pattern

Six CVEs added for the TOTOLINK router family

New tag: TOTOLINK router family — 6 CVEs covered

New tag for Microsoft SCCM SQL injection

New tag: Microsoft SCCM SQL injection

New tag for WordPress Contact Form 7 XSS

New tag: WordPress Contact Form 7 XSS (widely-installed plugin)

New tag for SimpleHelp remote-support path traversal (CVE-2024-57727)

New tag: SimpleHelp remote-support path traversal (CVE-2024-57727)

Same-day tag for Palo Alto PAN-OS command injection (CVE-2025-0107)

Same-day tag: Palo Alto PAN-OS command injection (CVE-2025-0107)

New tag for Jenkins CI/CD unsafe deserialization

New tag: Jenkins CI/CD unsafe deserialization

New tag for Linksys E-Series TheMoon botnet activity

New tag: Linksys E-Series TheMoon botnet activity

New tag for sitemap crawling activity

Sitemap crawling tag

New tag for Zyxel CPE telnet command injection (CVE-2024-40891)

New tag: Zyxel CPE telnet command injection (CVE-2024-40891)

New tags covering the Ivanti EPM and Avalanche vulnerability cluster

New tag: Ivanti EPM + Avalanche vulnerability cluster (5 CVEs)

Smoother Universal Signup redirect in the Visualizer

Visualizer — improved Universal Signup redirect

Same-week tag for Ivanti Connect Secure RCE (CVE-2025-0282)

Same-week tag: Ivanti Connect Secure RCE (CVE-2025-0282, CISA KEV)

New tag for DigiEver DVR NTP RCE

DigiEver DVR NTP RCE tag

New tag for NUUO NVRmini missing authentication (CVE-2022-23227)

New tag: NUUO NVRmini missing-auth (CVE-2022-23227, CISA KEV)

New tag for Oracle WebLogic RCE (CVE-2020-2883)

New tag: Oracle WebLogic RCE (CVE-2020-2883)

Search queries now normalize smart quotes automatically

Search queries now normalize smart quotes automatically

Workspace invite emails are now case-insensitive

Workspace invite emails are now case-insensitive

New benign-actor tag for Nokia Deepfield

Nokia Deepfield benign-actor tag

Expanded sensor footprint with new regional coverage

Expanded sensor footprint with new regional coverage

Sensor honeypots renamed to Profiles across the product

Sensor honeypots renamed to 'Profiles' across the product