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 1553 results — no patch
HIGH

TensorFlow: heap OOB r/w in FractionalAvgPoolGrad op

CVE-2021-37651
7.8
EPSS 0.2%
Code Execution DoS Framework Training Data
tensorflow CWE-787 3.7K 3 ATLAS
HIGH

TensorFlow: heap overflow in DatasetToTFRecord ops

CVE-2021-37650
7.8
EPSS 0.2%
Code Execution DoS Framework Training Data
tensorflow CWE-787 3.7K 3 ATLAS
MEDIUM

TensorFlow: StringNGrams integer overflow triggers DoS

CVE-2021-37646
5.5
EPSS 0.2%
DoS Framework
tensorflow 3.7K 3 ATLAS
MEDIUM

TensorFlow: integer overflow in quantize grad causes DoS

CVE-2021-37645
5.5
EPSS 0.2%
DoS Framework
tensorflow 3.7K 3 ATLAS
MEDIUM

TensorFlow: DoS via negative TensorListReserve input

CVE-2021-37644
5.5
EPSS 0.2%
DoS Framework
tensorflow 3.7K 3 ATLAS
HIGH

TensorFlow: RaggedGather OOB read - heap leak + DoS

CVE-2021-37641
7.1
EPSS 0.2%
Data Leakage DoS Supply Chain Framework Inference
tensorflow 3.7K 4 ATLAS
HIGH

TensorFlow: heap OOB read in sparse reduction ops

CVE-2021-37635
7.1
EPSS 0.2%
Data Extraction DoS Framework Training Data
tensorflow CWE-125 3.7K 3 ATLAS
MEDIUM

TensorFlow: null ptr deref crashes inference via bad tensor

CVE-2021-37649
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM

TensorFlow: null deref in SparseTensor ops causes DoS

CVE-2021-37647
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH

TensorFlow: null deref in MatrixDiagPartOp, DoS risk

CVE-2021-37643
7.1
EPSS 0.2%
DoS Code Execution Framework Training Data
tensorflow 3.7K 3 ATLAS
HIGH

TensorFlow: heap OOB read via tensor restore API

CVE-2021-37639
7.8
EPSS 0.2%
Code Execution Data Extraction Framework Training Data
tensorflow CWE-125 3.7K 3 ATLAS
HIGH

TensorFlow: null ptr deref in RaggedTensorToTensor op

CVE-2021-37638
7.8
EPSS 0.2%
Code Execution DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM

TensorFlow: null ptr dereference in CompressElement (DoS)

CVE-2021-37637
5.5
EPSS 0.2%
DoS Framework Training Data
tensorflow 3.7K 3 ATLAS
MEDIUM

TensorFlow: DoS via divide-by-zero in inplace ops

CVE-2021-37660
5.5
EPSS 0.2%
DoS Framework
tensorflow 3.7K 3 ATLAS
MEDIUM

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

CVE-2021-37653
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM

TensorFlow: ResourceScatterDiv div-by-zero enables DoS

CVE-2021-37642
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM

TensorFlow: SparseReshape div-by-zero crashes ML pipelines

CVE-2021-37640
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM

TensorFlow: div-by-zero DoS in SparseDenseCwiseDiv op

CVE-2021-37636
5.5
EPSS 0.2%
DoS Framework
tensorflow 3.7K 3 ATLAS
CRITICAL EXPLOIT AVAIL

TensorFlow: path traversal in get_file allows file overwrite

CVE-2021-35958
9.1
EPSS 1.9%
Supply Chain Code Execution Framework Training Data
tensorflow CWE-22 3.7K 4 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via invalid SparseCount op args

CVE-2021-29619
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 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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