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: heap R/W via quantization axis underflow

CVE-2021-29610
7.8
EPSS 0.2%
Code ExecutionData ExtractionFrameworkInference
tensorflowCWE-7873.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: SparseAdd heap OOB write and null deref

CVE-2021-29609
7.8
EPSS 0.2%
Code ExecutionDoSFrameworkInference
tensorflowCWE-4763.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap OOB in RaggedTensorToTensor op

CVE-2021-29608
7.8
EPSS 0.2%
Code ExecutionSupply ChainFrameworkTraining Data
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap OOB write in SparseAdd op

CVE-2021-29607
7.8
EPSS 0.2%
Code ExecutionDoSFrameworkInferenceTraining Data
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow Lite: OOB read via crafted TFLite model

CVE-2021-29606
7.8
EPSS 0.2%
Supply ChainCode ExecutionData ExtractionFrameworkInference
tensorflow3.4K4 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow TFLite: heap OOB write via malformed model

CVE-2021-29603
7.8
EPSS 0.2%
Code ExecutionSupply ChainFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow Lite: integer overflow in model concatenation

CVE-2021-29601
7.1
EPSS 0.2%
Supply ChainCode ExecutionFrameworkModelInference
tensorflow3.4K4 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow TFLite: div-by-zero via crafted OneHot model

CVE-2021-29600
7.8
EPSS 0.2%
DoSCode ExecutionSupply ChainFrameworkInferenceModel
tensorflowCWE-3693.4K3 ATLAS
HIGHEXPLOIT AVAIL

TFLite Split: malicious model triggers div-by-zero (DoS/RCE)

CVE-2021-29599
7.8
EPSS 0.2%
DoSCode ExecutionSupply ChainFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow TFLite: SVDF div-by-zero enables RCE

CVE-2021-29598
7.8
EPSS 0.2%
Code ExecutionDoSSupply ChainFrameworkInferenceModel
tensorflow3.4K4 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow TFLite: div-by-zero crash via crafted model

CVE-2021-29597
7.8
EPSS 0.2%
DoSCode ExecutionSupply ChainFrameworkInference
tensorflow3.4K4 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow TFLite: div-by-zero in EmbeddingLookup op

CVE-2021-29596
7.8
EPSS 0.2%
DoSCode ExecutionSupply ChainFrameworkInferenceModel
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow TFLite: crash/RCE via malicious model file

CVE-2021-29595
7.8
EPSS 0.2%
Code ExecutionDoSSupply ChainFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TFLite: divide-by-zero in conv allows code execution

CVE-2021-29594
7.8
EPSS 0.2%
Code ExecutionDoSSupply ChainFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

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

CVE-2021-29593
7.8
EPSS 0.2%
Code ExecutionDoSSupply ChainFrameworkInference
tensorflow3.4K4 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow Lite: null-ptr deref in Reshape via 1D tensor

CVE-2021-29592
7.8
EPSS 0.2%
Code ExecutionDoSSupply ChainFrameworkInference
tensorflowCWE-4763.4K3 ATLAS
HIGHEXPLOIT AVAIL

TFLite: crafted model causes infinite loop / stack overflow

CVE-2021-29591
7.8
EPSS 0.3%
DoSSupply ChainFrameworkInference
tensorflowCWE-6743.4K4 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow TFLite: OOB read via empty tensor in Min/Max ops

CVE-2021-29590
7.1
EPSS 0.2%
Data ExtractionDoSSupply ChainFrameworkInference
tensorflow3.4K4 ATLAS
HIGHEXPLOIT AVAIL

TFLite GatherNd: divide-by-zero crashes inference runtime

CVE-2021-29589
7.8
EPSS 0.2%
Supply ChainDoSFrameworkModelInference
tensorflow3.4K4 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow Lite: DoS/RCE via crafted model stride=0

CVE-2021-29588
7.8
EPSS 0.2%
DoSCode ExecutionSupply ChainFrameworkInference
tensorflowCWE-3693.4K4 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.

Need deeper analysis?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

Start 14-Day Free Trial