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
2,375

AI/ML CVEs Tracked

336

Critical

408

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 535 results — Medium severity, no patch
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via SparseDenseCwiseMul OOB

CVE-2021-29567
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: null ptr dereference crashes sparse ops

CVE-2021-29565
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: null ptr deref DoS in EditDistance op

CVE-2021-29564
5.5
EPSS 0.2%
DoS Framework
tensorflow 3.7K 2 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via RFFT empty matrix assertion crash

CVE-2021-29563
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: assertion failure DoS in IRFFT op

CVE-2021-29562
5.5
EPSS 0.2%
DoS Framework
tensorflow 3.7K 2 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via malformed LoadAndRemapMatrix input

CVE-2021-29561
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: FPE in SparseMatMul causes process DoS

CVE-2021-29557
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via divide-by-zero in Reverse op

CVE-2021-29556
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: FusedBatchNorm divide-by-zero crashes ML jobs

CVE-2021-29555
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via empty num_segments tensor assertion

CVE-2021-29552
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: OOB read DoS in MatrixTriangularSolve kernel

CVE-2021-29551
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 4 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: FractionalAvgPool DoS via divide-by-zero

CVE-2021-29550
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: divide-by-zero DoS in quantized batch norm op

CVE-2021-29549
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow CWE-369 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via division by zero in QuantizedBatchNorm

CVE-2021-29548
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: OOB read DoS via empty tensor in QuantizedBatchNorm

CVE-2021-29547
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: heap OOB write in sparse tensor DoS

CVE-2021-29545
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via missing tensor rank validation

CVE-2021-29544
5.5
EPSS 0.3%
DoS Framework Inference
tensorflow 3.7K 2 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via assertion fail in CTCGreedyDecoder

CVE-2021-29543
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: StringNGrams heap overflow crashes ML process

CVE-2021-29542
5.5
EPSS 0.2%
DoS Code Execution Framework Inference
tensorflow CWE-787 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: null ptr deref DoS in StringNGrams op

CVE-2021-29541
5.5
EPSS 0.2%
DoS Framework
tensorflow CWE-476 3.7K 3 ATLAS

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.

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