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.

Sources
Each CVE is enriched with
  • CVSS severity
  • EPSS exploit probability
  • Exploitation confidence
  • AI-component classification
  • Compliance mappings
2,371

AI/ML CVEs Tracked

344

Critical

449

New This Week

18

In CISA KEV

Sort: Date CVSS EPSS KEV first Most exploited
Filter: All Critical High Medium KEV only Active exploitation Has patch No patch

Latest AI Security Threats

Showing 20 of 2371 results
Severity CVE ID Summary CVSS EPSS Package Date
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 MEDI E CVE-2021-41199 TensorFlow: tf.image.resize integer overflow DoS 5.5 0.2% tensorflow Nov 5 MEDI E CVE-2021-41198 TensorFlow: tf.tile integer overflow crashes ML process 5.5 0.2% tensorflow Nov 5 MEDI E CVE-2021-41197 TensorFlow: integer overflow in tensor dims causes DoS 5.5 0.3% tensorflow Nov 5 MEDI E CVE-2021-41196 TensorFlow: integer underflow crashes Keras pooling layers 5.5 0.2% tensorflow Nov 5 MEDI E CVE-2021-41195 TensorFlow: integer overflow in segment ops causes DoS 5.5 0.2% tensorflow Nov 5 HIGH CVE-2021-39160 nbgitpuller: RCE via OS command injection in git URLs 8.8 1.7% — Aug 30 MEDI CVE-2021-37690 TensorFlow: use-after-free crashes training processes 6.6 0.2% tensorflow Aug 13 MEDI CVE-2021-37692 TensorFlow: string tensor GC segfault causes process DoS 5.5 0.2% tensorflow Aug 12 MEDI CVE-2021-37691 TensorFlow TFLite: DoS via crafted model in LSH kernel 5.5 0.2% tensorflow Aug 12 MEDI CVE-2021-37687 TFLite: heap OOB read via negative indices in GatherNd 5.5 0.2% tensorflow Aug 12

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?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

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