AI Threat Alert
AI Security Threat Feed
Latest CVEs affecting AI/ML systems — LLM frameworks, ML libraries, AI agents, vector databases, and inference servers. Vulnerabilities are tracked from NVD, GitHub Advisory, CISA KEV, MITRE ATLAS, and enriched with CVSS, EPSS, exploitation confidence, AI-component classification, and compliance mappings to ISO 42001, EU AI Act, NIST AI RMF, and OWASP LLM Top 10. Updated continuously as new CVEs are published.
- CVSS severity
- EPSS exploit probability
- Exploitation confidence
- AI-component classification
- Compliance mappings
AI/ML CVEs Tracked
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Latest AI Security Threats
Showing 20 of 1559 results — no patch CVE-2021-41209 TensorFlow: DoS via division-by-zero in conv ops 5.5 0.1% tensorflow Nov 5 HIGH E CVE-2021-41208 TensorFlow: heap R/W + DoS in boosted trees APIs 7.8 0.2% tensorflow Nov 5 MEDI E CVE-2021-41207 TensorFlow: ParallelConcat div-by-zero crashes ML process 5.5 0.1% tensorflow Nov 5 HIGH E CVE-2021-41206 TensorFlow: missing shape validation allows heap R/W 7.8 0.2% tensorflow Nov 5 MEDI E CVE-2021-41202 TensorFlow tf.range: integer overflow in kernel causes DoS 5.5 0.2% tensorflow Nov 5 HIGH E CVE-2021-41226 TensorFlow: heap OOB in SparseBinCount, crash/disclosure 7.1 0.2% tensorflow Nov 5 HIGH E CVE-2021-41224 TensorFlow: heap OOB read in SparseFillEmptyRows op 7.1 0.2% tensorflow Nov 5 HIGH E CVE-2021-41223 TensorFlow: FusedBatchNorm heap OOB allows data leak/crash 7.1 0.2% tensorflow Nov 5 HIGH E CVE-2021-41219 TensorFlow: heap OOB in sparse matrix multiply 7.8 0.2% tensorflow Nov 5 MEDI E CVE-2021-41217 TensorFlow: null pointer crash in control flow graph 5.5 0.2% tensorflow Nov 5 MEDI E CVE-2021-41215 TensorFlow: DeserializeSparse null deref causes DoS 5.5 0.2% tensorflow Nov 5 HIGH E CVE-2021-41214 TensorFlow: null deref in ragged ops, local RCE 7.8 0.2% tensorflow Nov 5 HIGH E CVE-2021-41212 TensorFlow: heap OOB read in ragged.cross shape inference 7.1 0.2% tensorflow Nov 5 HIGH E CVE-2021-41211 TensorFlow: heap OOB read in QuantizeV2 shape inference 7.1 0.2% tensorflow Nov 5 HIGH E CVE-2021-41205 TensorFlow: heap OOB read in quantize ops, DoS+leak 7.1 0.1% tensorflow Nov 5 MEDI E CVE-2021-41204 TensorFlow: DoS via Grappler constant folding segfault 5.5 0.1% tensorflow Nov 5 HIGH E CVE-2021-41203 TensorFlow: malformed checkpoint triggers overflow/crash 7.8 0.2% tensorflow Nov 5 HIGH E CVE-2021-41210 TensorFlow: heap OOB read in SparseCountSparseOutput 7.1 0.1% tensorflow Nov 5 HIGH E CVE-2021-41201 TensorFlow: uninitialized var in Einsum allows local RCE 7.8 0.2% tensorflow Nov 5 MEDI E CVE-2021-41200 TensorFlow: DoS crash in tf.summary file writer 5.5 0.2% tensorflow Nov 5 Frequently asked questions
What is an AI security threat feed?
An AI security threat feed is a continuously updated stream of vulnerabilities (CVEs) affecting AI and machine-learning systems — LLM frameworks, ML libraries, AI agents, vector databases, and inference servers — filtered out of the broader CVE firehose and enriched for relevance.
Which sources are the AI CVEs tracked from?
CVEs are tracked from NVD, GitHub Advisory, CISA KEV, and MITRE ATLAS, then enriched with CVSS, EPSS, exploitation confidence, AI-component classification, and compliance mappings.
What AI systems do these vulnerabilities affect?
Coverage spans LLM frameworks, ML libraries, AI agents, vector databases, and inference servers — the components most security teams now run in production.
How often is the AI threat feed updated?
The feed updates continuously as new CVEs are published and enriched, so the most recent AI/ML vulnerabilities appear at the top.
Is the AI security feed free?
Yes — the public feed is free to browse. A Pro subscription adds breaking alerts, MITRE ATLAS mappings, compliance reports (ISO 42001, EU AI Act), and full CISO analysis.
Need deeper analysis?
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