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 1025 results — High severity
HIGH

TensorFlow: heap OOB in cwise ops enables local RCE

CVE-2021-37659
7.8
EPSS 0.2%
Code Execution DoS Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH

TensorFlow: null ptr deref in MatrixSetDiagV ops

CVE-2021-37658
7.8
EPSS 0.2%
DoS Code Execution Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH

TensorFlow: null ptr deref in MatrixDiagV ops

CVE-2021-37657
7.8
EPSS 0.2%
Code Execution DoS Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH

TensorFlow: null ptr deref in RaggedTensorToSparse op

CVE-2021-37656
7.8
EPSS 0.2%
Code Execution DoS Framework Training Data Inference
tensorflow 3.7K 3 ATLAS
HIGH

TensorFlow: OOB heap read in ResourceScatterUpdate

CVE-2021-37655
7.3
EPSS 0.2%
Data Extraction Code Execution Framework Training Data
tensorflow 3.7K 3 ATLAS
HIGH

TensorFlow: OOB read/crash via ResourceGather batch_dims

CVE-2021-37654
7.1
EPSS 0.2%
DoS Data Extraction Framework Training Data
tensorflow 3.7K 3 ATLAS
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
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
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
HIGH EXPLOIT AVAIL

TensorFlow: null ptr deref in graph optimizer

CVE-2021-29616
7.8
EPSS 0.2%
Code Execution DoS Framework Inference
tensorflow CWE-476 3.7K 2 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: OOB write in decode_raw crashes interpreter

CVE-2021-29614
7.8
EPSS 0.2%
Code Execution DoS Framework Training Data
tensorflow CWE-787 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: CTCLoss heap OOB read, info leak + crash

CVE-2021-29613
7.1
EPSS 0.2%
DoS Data Extraction Framework Inference
tensorflow CWE-125 3.7K 4 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: heap overflow in linalg op, RCE risk

CVE-2021-29612
7.8
EPSS 0.3%
Code Execution Framework Inference
tensorflow CWE-787 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: heap R/W via quantization axis underflow

CVE-2021-29610
7.8
EPSS 0.2%
Code Execution Data Extraction Framework Inference
tensorflow CWE-787 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: SparseAdd heap OOB write and null deref

CVE-2021-29609
7.8
EPSS 0.2%
Code Execution DoS Framework Inference
tensorflow CWE-476 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: heap OOB in RaggedTensorToTensor op

CVE-2021-29608
7.8
EPSS 0.2%
Code Execution Supply Chain Framework Training Data
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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