aisecurity.llc
Public CVE/advisory disclosures measure where AI/ML product weakness is becoming explicit enough to be named, scored, and tracked.
Vulnerabilities — Disclosure Layer
Aggregated disclosure signal from CVE/NVD, GHSA, OSV, and CISA KEV sources with deterministic AI relevance classification. This layer captures product/package weaknesses that reach formal disclosure channels and complements non-CVE operational risk layers. Directional disclosure signal only — not a complete representation of AI security failure modes.
Classified from 26,095 total records.
AI-relevant vulnerabilities in CISA Known Exploited Vulnerabilities.
378 records
Month: 2026-05
Charts
External Signals
Monthly volume of AI-relevant vulnerability disclosures (NVD, GHSA, OSV).
External Signals
Distribution of AI-relevant vulnerabilities across taxonomy buckets.
External Signals
Aggregated CWE groups for AI-relevant software flaws.
External Signals
Bucket-weighted mapping of AI-relevant vulnerabilities to ATLAS technique IDs.
External Signals
Bucket-weighted mapping of AI-relevant vulnerabilities to NIST AI RMF functions.
External Signals
Bucket-weighted mapping of AI-relevant vulnerabilities to OWASP LLM Top 10 (2025).
