About VulnSignal

VulnSignal is an automated AI security aggregator. We pull CVEs, breach disclosures, vendor advisories, and threat intelligence from multiple trusted sources, then filter for relevance to AI/ML systems, models, and tooling.

Sources we track

• NVD (NIST National Vulnerability Database) — CVEs filtered to AI/ML keywords
• GitHub Advisory Database — Security advisories for Python and JavaScript AI packages
• CISA KEV — Known Exploited Vulnerabilities catalog
• OSV — Open Source Vulnerabilities for the AI ecosystem
• Security news feeds — The Hacker News, Bleeping Computer, Security Week, Project Zero
• AI Incident Database — Community-curated AI failures and breaches

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