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.

Each CVE is enriched with
  • CVSS severity
  • EPSS exploit probability
  • Exploitation confidence
  • AI-component classification
  • Compliance mappings
4,307

AI/ML CVEs Tracked

533

Critical

96

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 1908 results — High severity
HIGHEXPLOIT AVAIL

TensorFlow TFLite: divide-by-zero via crafted model file

CVE-2021-29587
7.8
EPSS 0.2%
Supply ChainDoSCode ExecutionFrameworkModelInference
tensorflow3.4K4 ATLAS
HIGHEXPLOIT AVAIL

TFLite: div-by-zero in pooling crashes inference engine

CVE-2021-29586
7.8
EPSS 0.2%
DoSCode ExecutionFrameworkInference
tensorflow3.4K4 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow TFLite: divide-by-zero crashes ML inference

CVE-2021-29585
7.8
EPSS 0.2%
DoSCode ExecutionSupply ChainFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap overflow in FusedBatchNorm risks RCE

CVE-2021-29583
7.8
EPSS 0.2%
Code ExecutionDoSFrameworkInference
tensorflowCWE-1253.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: OOB heap read via Dequantize shape mismatch

CVE-2021-29582
7.1
EPSS 0.2%
Data ExtractionCode ExecutionFrameworkInference
tensorflow3.4K4 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap buffer overflow in MaxPoolGrad kernel

CVE-2021-29579
7.8
EPSS 0.2%
Code ExecutionFrameworkInference
tensorflowCWE-7873.4K2 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap buffer overflow in FractionalAvgPoolGrad

CVE-2021-29578
7.8
EPSS 0.2%
Code ExecutionFrameworkTraining Data
tensorflowCWE-7873.4K2 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap overflow in AvgPool3DGrad op

CVE-2021-29577
7.8
EPSS 0.2%
Code ExecutionFrameworkInference
tensorflowCWE-7873.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap buffer overflow in MaxPool3DGradGrad op

CVE-2021-29576
7.8
EPSS 0.2%
Code ExecutionFramework
tensorflowCWE-7873.4K2 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: null ptr deref in MaxPool3DGradGrad ops

CVE-2021-29574
7.8
EPSS 0.2%
DoSCode ExecutionFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap OOB write via crafted bounding box op

CVE-2021-29571
7.8
EPSS 0.2%
Code ExecutionSupply ChainFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: OOB read in MaxPoolGradWithArgmax op

CVE-2021-29570
7.1
EPSS 0.2%
DoSData ExtractionFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: OOB heap read in MaxPoolGradWithArgmax op

CVE-2021-29569
7.1
EPSS 0.2%
Data ExtractionDoSFramework
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: null deref in ParameterizedTruncatedNormal op

CVE-2021-29568
7.8
EPSS 0.2%
Code ExecutionDoSFrameworkInference
tensorflowCWE-4763.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap OOB write in Dilation2D training op

CVE-2021-29566
7.8
EPSS 0.2%
Code ExecutionSupply ChainFrameworkTraining Data
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap OOB in RaggedTensorToTensor op

CVE-2021-29560
7.1
EPSS 0.2%
Code ExecutionDoSData ExtractionFrameworkInference
tensorflowCWE-7873.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap OOB read in UnicodeEncode leaks memory

CVE-2021-29559
7.1
EPSS 0.2%
Data ExtractionDoSFrameworkTraining Data
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap buffer overflow in SparseSplit op

CVE-2021-29558
7.8
EPSS 0.2%
Code ExecutionSupply ChainFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap OOB read via malicious axis in quant op

CVE-2021-29553
7.1
EPSS 0.2%
Data ExtractionDoSCode ExecutionFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: div-by-zero in QuantizedBiasAdd, C/I/A high

CVE-2021-29546
7.8
EPSS 0.2%
Code ExecutionDoSSupply ChainFrameworkInference
tensorflow3.4K3 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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