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new: [sightings] Sightings can now originate from Telegram channels via the companion Vulnerability-Lookup Telegram sighting tool.
new: [templates] Three new tabs on every vulnerability page: sighting type repartition (pie chart), source repartition (pie chart grouping URLs by hostname and collapsing Telegram and MISP feeds), and an experimental adaptive forecast (logistic when the trend is rising, exponential decay when falling — a JavaScript port of the TARDISSight prototype). Each chart is interactive and filters the sightings table when clicked. d8bfc88, 8e2ed8c, 0640874, d573e31
new: [templates] Display trend slope (linear fit on daily counts) near the sightings chart. 7e22eb0
new: [sightings] Optional content field on the Sighting model and API. 4923f87
new: [templates] Add download/correlations icons to the sightings table on the vuln page. 6de9cf1
Changes
chg: [api] Use case-insensitive substring match for the sighting source filter. db8e14f
chg: [schema] Align Sighting JSON schema with the model. 67cc01f
chg: [templates] Index page now displays published proofs of concept instead of confirmed sightings. 8908ce3
chg: [security] Switch markdown URL sanitizer to a scheme allowlist. 347c9b4
chg: [feeders] EPSS feeder improvements: configurable ingestion from Kvrocks with API fallback, Redis pipelining, year-boundary fix, reduced memory usage, error handling for GitHub API calls. EPSS scores are no longer published on the Redis pub/sub channel. 939d800, eabc5ad, a9be57e, 2a1c75d, 7d9867b, 054d4ab, 9a0822e, 9277d03, ac9a9f4
chg: [templates] Improve full-text search UX and clarify exact vs approximate matching. 05d5ef9
chg: [dependencies] The project now requires Python >=3.11,<4.0; restrict myst-parser to Python ≥3.11; updated gevent. 69d36da, 27d1300, 28bad8c
chg: [github] Added issue templates and pull request template. d4a74b8
chg: [documentation] Updated README and contributor notes. 09aca11, 8ed689f
Fixes
fix: [security] Hardened several DOM-injection sites against XSS, including escaping vendor/product and vulnerability ID in the sightings correlations tooltip; URLs are now normalized before the scheme check. 68b96c8, e4f4da0, 205dad1
fix: [forecast] Restrict decay fit to post-peak data so the forecast cannot contradict the observed trend. acd8425
fix: [disclosure] Warn about CSRF expiry on the new disclosure form and extend token lifetime. baff893
fix: [templates] Long credit names no longer break layout. cc267fe