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

95

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 2876 results — no patch
SeverityCVE IDSummaryCVSSEPSSPackageDate
HIGHCVE-2022-41911TensorFlow: type confusion DoS via bool cast in tensors7.50.4%tensorflowNov 18HIGHECVE-2022-41909TensorFlow: remote DoS via malformed tensor input7.50.5%tensorflowNov 18HIGHECVE-2022-41908TensorFlow: DoS via invalid UTF-8 input to PyFunc op7.50.5%tensorflowNov 18HIGHECVE-2022-41907TensorFlow: integer overflow in ResizeNearestNeighborGrad → DoS7.50.5%tensorflowNov 18HIGHECVE-2022-41901TensorFlow: DoS via SparseMatrixNNZ CHECK assertion fail7.50.5%tensorflowNov 18CRITECVE-2022-41900TensorFlow: heap OOB RCE in FractionalMaxPool op9.80.7%tensorflowNov 18HIGHECVE-2022-41899TensorFlow: SdcaOptimizer DoS via malformed tensor rank7.50.5%tensorflowNov 18HIGHECVE-2022-41898TensorFlow: DoS crash via empty SparseFillEmptyRowsGrad inputs7.50.5%tensorflowNov 18HIGHECVE-2022-41897TensorFlow: OOB read in FractionMaxPoolGrad causes DoS7.50.5%tensorflowNov 18HIGHECVE-2022-41896TensorFlow: DoS via oversized filterbank_channel_count7.50.5%tensorflowNov 18HIGHECVE-2022-41895TensorFlow: heap OOB in MirrorPadGrad causes DoS7.50.5%tensorflowNov 18HIGHECVE-2022-41894TensorFlow Lite: buffer overflow in CONV_3D_TRANSPOSE op8.10.6%tensorflowNov 18HIGHECVE-2022-41893TensorFlow: DoS via TensorListResize malformed input7.50.5%tensorflowNov 18HIGHECVE-2022-41891TensorFlow: segfault DoS in TensorListConcat op7.50.5%tensorflowNov 18HIGHECVE-2022-41890TensorFlow: int32 overflow in BCast::ToShape causes DoS7.50.5%tensorflowNov 18HIGHECVE-2022-41889TensorFlow: NULL ptr deref DoS via quantized tensor input7.50.5%tensorflowNov 18HIGHECVE-2022-41888TensorFlow: GPU input validation DoS in bbox proposals7.50.5%tensorflowNov 18HIGHECVE-2022-41887TensorFlow: int32 overflow crashes Poisson loss function7.50.5%tensorflowNov 18HIGHECVE-2022-41886TensorFlow: integer overflow in image op causes DoS7.50.5%tensorflowNov 18HIGHECVE-2022-41885TensorFlow: FusedResizeAndPadConv2D overflow causes DoS7.50.5%tensorflowNov 18

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?

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