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 buffer overflow in Conv2D gradient op

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

TensorFlow: heap OOB read via RaggedCross op

CVE-2021-29532
7.1
EPSS 0.2%
Data ExtractionDoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: null ptr deref in sparse Cholesky ops

CVE-2021-29530
7.8
EPSS 0.2%
DoSCode ExecutionFramework
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap buffer overflow in quantized image resize

CVE-2021-29529
7.8
EPSS 0.3%
Code ExecutionSupply ChainFrameworkInference
tensorflowCWE-1933.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: div-by-zero DoS in Conv2DBackpropInput

CVE-2021-29525
7.8
EPSS 0.2%
DoSCode ExecutionFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap buffer overflow in Conv3DBackprop ops

CVE-2021-29520
7.8
EPSS 0.2%
Code ExecutionSupply ChainFrameworkTraining Data
tensorflowCWE-7873.4K4 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: null ptr deref in session ops, local RCE

CVE-2021-29518
7.8
EPSS 0.2%
Code ExecutionDoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: NULL ptr deref in MatrixDiag ops (crash/RCE)

CVE-2021-29515
7.8
EPSS 0.2%
Code ExecutionDoSSupply ChainFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap buffer overflow in RaggedBincount op

CVE-2021-29514
7.8
EPSS 0.2%
Code ExecutionSupply ChainFrameworkInferenceTraining Data
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: type confusion → null ptr deref (CVSS 7.8)

CVE-2021-29513
7.8
EPSS 0.2%
Code ExecutionDoSFrameworkInference
tensorflowCWE-4763.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap buffer overflow in RaggedBincount op

CVE-2021-29512
7.8
EPSS 0.2%
Code ExecutionFrameworkTraining Data
tensorflowCWE-7873.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: OOB read in glob path matching causes DoS

CVE-2020-26269
7.5
EPSS 0.7%
DoSFramework
tensorflowCWE-1253.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: OOB read in DataFormatVecPermute op

CVE-2020-26267
7.8
EPSS 0.2%
Code ExecutionDoSData ExtractionFrameworkTraining DataInference
tensorflowCWE-1253.4K3 ATLAS
HIGHEXPLOIT AVAIL

scikit-learn: DoS via crafted SVM model deserialization

CVE-2020-28975
7.5
EPSS 3.5%
DoSSupply ChainFrameworkModelInference
scikit-learn32.7K5 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: NaN-triggered DoS in crop_and_resize op

CVE-2020-15266
7.5
EPSS 0.9%
DoSFrameworkInference
tensorflowCWE-1193.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: OOB read DoS via invalid quantize axis

CVE-2020-15265
7.5
EPSS 0.9%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow Lite: OOB write in segment sum, memory corruption risk

CVE-2020-15214
8.1
EPSS 0.7%
Code ExecutionSupply ChainDoSFrameworkInferenceModel
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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