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 1961 results — Active exploitation
MEDIUMEXPLOIT AVAIL

TensorFlow: DoS via empty num_segments tensor assertion

CVE-2021-29552
5.5
EPSS 0.2%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: OOB read DoS in MatrixTriangularSolve kernel

CVE-2021-29551
5.5
EPSS 0.2%
DoSFrameworkInference
tensorflow3.4K4 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: FractionalAvgPool DoS via divide-by-zero

CVE-2021-29550
5.5
EPSS 0.2%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

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

CVE-2021-29549
5.5
EPSS 0.2%
DoSFrameworkInference
tensorflowCWE-3693.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: DoS via division by zero in QuantizedBatchNorm

CVE-2021-29548
5.5
EPSS 0.2%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: OOB read DoS via empty tensor in QuantizedBatchNorm

CVE-2021-29547
5.5
EPSS 0.2%
DoSFrameworkInference
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
MEDIUMEXPLOIT AVAIL

TensorFlow: heap OOB write in sparse tensor DoS

CVE-2021-29545
5.5
EPSS 0.2%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: DoS via missing tensor rank validation

CVE-2021-29544
5.5
EPSS 0.3%
DoSFrameworkInference
tensorflow3.4K2 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: DoS via assertion fail in CTCGreedyDecoder

CVE-2021-29543
5.5
EPSS 0.2%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: StringNGrams heap overflow crashes ML process

CVE-2021-29542
5.5
EPSS 0.2%
DoSCode ExecutionFrameworkInference
tensorflowCWE-7873.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: null ptr deref DoS in StringNGrams op

CVE-2021-29541
5.5
EPSS 0.2%
DoSFramework
tensorflowCWE-4763.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap buffer overflow in Conv2D gradient op

CVE-2021-29540
7.8
EPSS 0.2%
Code ExecutionSupply ChainFrameworkTraining Data
tensorflowCWE-7873.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: type confusion in ImmutableConst causes DoS

CVE-2021-29539
5.5
EPSS 0.2%
DoSCode ExecutionFrameworkInference
tensorflow3.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: div-by-zero DoS in Conv2DBackpropFilter

CVE-2021-29538
5.5
EPSS 0.2%
DoSFramework
tensorflow3.4K4 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap overflow in QuantizedResizeBilinear op

CVE-2021-29537
7.8
EPSS 0.2%
Code ExecutionSupply ChainFrameworkInference
tensorflowCWE-7873.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap overflow in QuantizedReshape op

CVE-2021-29536
7.8
EPSS 0.2%
Code ExecutionSupply ChainFrameworkInference
tensorflowCWE-7873.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap overflow in QuantizedMul op

CVE-2021-29535
7.8
EPSS 0.2%
Code ExecutionSupply ChainFrameworkInference
tensorflowCWE-7873.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: DoS via CHECK-fail in SparseConcat op

CVE-2021-29534
5.5
EPSS 0.2%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: DoS via empty image in DrawBoundingBoxes

CVE-2021-29533
5.5
EPSS 0.2%
DoSFrameworkInference
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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