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
2,408

AI/ML CVEs Tracked

347

Critical

307

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 849 results — Medium severity
Severity CVE ID Summary CVSS EPSS Package Date
MEDI E CVE-2022-21737 TensorFlow: DoS via malformed Bincount arguments 6.5 0.8% tensorflow Feb 3 MEDI CVE-2022-23569 TensorFlow: DoS via reachable assertions in ML ops 6.5 0.5% tensorflow Feb 3 MEDI E CVE-2022-21735 TensorFlow: DoS via FractionalMaxPool div-by-zero 6.5 0.8% tensorflow Feb 3 MEDI E CVE-2022-21734 TensorFlow: DoS via MapStage non-scalar key crash 6.5 0.8% tensorflow Feb 3 MEDI E CVE-2022-21729 TensorFlow: UnravelIndex integer overflow → DoS 6.5 0.8% tensorflow Feb 3 MEDI E CVE-2022-21725 TensorFlow: DoS via div-by-zero in conv cost estimator 6.5 0.8% tensorflow Feb 3 MEDI E CVE-2022-23568 TensorFlow: integer overflow DoS in sparse tensor ops 6.5 0.8% tensorflow Feb 3 MEDI E CVE-2022-23567 TensorFlow: integer overflow DoS in sparse tensor ops 6.5 1.1% tensorflow Feb 3 MEDI E CVE-2022-21736 TensorFlow: NULL deref DoS via SparseTensorSliceDataset 6.5 0.7% tensorflow Feb 3 MEDI E CVE-2022-21733 TensorFlow: StringNGrams integer overflow enables OOM DoS 6.5 0.8% tensorflow Feb 3 MEDI E CVE-2022-21732 TensorFlow: ThreadPoolHandle DoS via memory exhaustion 6.5 0.8% tensorflow Feb 3 MEDI E CVE-2022-21731 TensorFlow: ConcatV2 type confusion enables remote DoS 6.5 0.8% tensorflow Feb 3 MEDI E CVE-2021-41227 TensorFlow: OOB read in ImmutableConst leaks memory 5.5 0.2% tensorflow Nov 5 MEDI E CVE-2021-41222 TensorFlow: SplitV negative arg segfault crashes process 5.5 0.2% tensorflow Nov 5 MEDI E CVE-2021-41213 TensorFlow: tf.function deadlock enables DoS via model load 5.5 0.2% tensorflow Nov 5 MEDI CVE-2021-41218 TensorFlow: AllToAll DoS via divide-by-zero crash 5.5 0.1% tensorflow Nov 5 MEDI E CVE-2021-41209 TensorFlow: DoS via division-by-zero in conv ops 5.5 0.1% tensorflow Nov 5 MEDI E CVE-2021-41207 TensorFlow: ParallelConcat div-by-zero crashes ML process 5.5 0.1% tensorflow Nov 5 MEDI E CVE-2021-41202 TensorFlow tf.range: integer overflow in kernel causes DoS 5.5 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

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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