AI Threat Alert

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.

Sources
Each CVE is enriched with
  • CVSS severity
  • EPSS exploit probability
  • Exploitation confidence
  • AI-component classification
  • Compliance mappings
2,385

AI/ML CVEs Tracked

340

Critical

373

New This Week

18

In CISA KEV

Sort: Date CVSS EPSS KEV first Most exploited
Filter: All Critical High Medium KEV only Active exploitation Has patch No patch

Latest AI Security Threats

Showing 20 of 1074 results — Active exploitation
Severity CVE ID Summary CVSS EPSS Package Date
CRIT E CVE-2022-41900 TensorFlow: heap OOB RCE in FractionalMaxPool op 9.8 0.6% tensorflow Nov 18 HIGH E CVE-2022-41899 TensorFlow: SdcaOptimizer DoS via malformed tensor rank 7.5 0.4% tensorflow Nov 18 HIGH E CVE-2022-41898 TensorFlow: DoS crash via empty SparseFillEmptyRowsGrad inputs 7.5 0.4% tensorflow Nov 18 HIGH E CVE-2022-41897 TensorFlow: OOB read in FractionMaxPoolGrad causes DoS 7.5 0.4% tensorflow Nov 18 HIGH E CVE-2022-41896 TensorFlow: DoS via oversized filterbank_channel_count 7.5 0.4% tensorflow Nov 18 HIGH E CVE-2022-41895 TensorFlow: heap OOB in MirrorPadGrad causes DoS 7.5 0.4% tensorflow Nov 18 HIGH E CVE-2022-41894 TensorFlow Lite: buffer overflow in CONV_3D_TRANSPOSE op 8.1 0.5% tensorflow Nov 18 HIGH E CVE-2022-41893 TensorFlow: DoS via TensorListResize malformed input 7.5 0.4% tensorflow Nov 18 HIGH E CVE-2022-41891 TensorFlow: segfault DoS in TensorListConcat op 7.5 0.4% tensorflow Nov 18 HIGH E CVE-2022-41890 TensorFlow: int32 overflow in BCast::ToShape causes DoS 7.5 0.4% tensorflow Nov 18 HIGH E CVE-2022-41889 TensorFlow: NULL ptr deref DoS via quantized tensor input 7.5 0.4% tensorflow Nov 18 HIGH E CVE-2022-41888 TensorFlow: GPU input validation DoS in bbox proposals 7.5 0.4% tensorflow Nov 18 HIGH E CVE-2022-41887 TensorFlow: int32 overflow crashes Poisson loss function 7.5 0.4% tensorflow Nov 18 HIGH E CVE-2022-41886 TensorFlow: integer overflow in image op causes DoS 7.5 0.4% tensorflow Nov 18 HIGH E CVE-2022-41885 TensorFlow: FusedResizeAndPadConv2D overflow causes DoS 7.5 0.4% tensorflow Nov 18 HIGH E CVE-2022-41884 TensorFlow: DoS via malformed numpy array shape 7.5 0.3% tensorflow Nov 18 CRIT E CVE-2022-41880 TensorFlow: heap OOB read in candidate sampler op 9.1 0.4% tensorflow Nov 18 HIGH E CVE-2022-41883 TensorFlow: executor crash via malformed op inputs (DoS) 7.5 0.4% tensorflow Nov 18 MEDI E CVE-2022-36551 Label Studio: SSRF + file read, self-reg bypass 6.5 5.1% label-studio Oct 4 HIGH E CVE-2022-36027 TensorFlow: DoS crash in transposed conv quantization 7.5 0.6% tensorflow Sep 16

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.

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