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

372

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 818 results — Active exploitation, no patch
CRITICAL EXPLOIT AVAIL

PyTorch: RCE via unsafe eval in JIT annotations

CVE-2022-45907
9.8
EPSS 1.2%
Code Execution Supply Chain Framework Inference
pytorch CWE-94 22.7K 4 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: remote DoS via malformed tensor input

CVE-2022-41909
7.5
EPSS 0.5%
DoS Framework Inference
tensorflow CWE-476 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: DoS via invalid UTF-8 input to PyFunc op

CVE-2022-41908
7.5
EPSS 0.4%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: integer overflow in ResizeNearestNeighborGrad → DoS

CVE-2022-41907
7.5
EPSS 0.4%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: DoS via SparseMatrixNNZ CHECK assertion fail

CVE-2022-41901
7.5
EPSS 0.4%
DoS Framework Inference
tensorflow CWE-617 3.7K 3 ATLAS
CRITICAL EXPLOIT AVAIL

TensorFlow: heap OOB RCE in FractionalMaxPool op

CVE-2022-41900
9.8
EPSS 0.6%
Code Execution DoS Framework Inference
tensorflow 3.7K 4 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: SdcaOptimizer DoS via malformed tensor rank

CVE-2022-41899
7.5
EPSS 0.4%
DoS Framework Inference
tensorflow CWE-617 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: DoS crash via empty SparseFillEmptyRowsGrad inputs

CVE-2022-41898
7.5
EPSS 0.4%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: OOB read in FractionMaxPoolGrad causes DoS

CVE-2022-41897
7.5
EPSS 0.4%
DoS Framework Inference Training Data
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: DoS via oversized filterbank_channel_count

CVE-2022-41896
7.5
EPSS 0.4%
DoS Framework Inference
tensorflow CWE-1284 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: heap OOB in MirrorPadGrad causes DoS

CVE-2022-41895
7.5
EPSS 0.4%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow Lite: buffer overflow in CONV_3D_TRANSPOSE op

CVE-2022-41894
8.1
EPSS 0.5%
Code Execution Supply Chain Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: DoS via TensorListResize malformed input

CVE-2022-41893
7.5
EPSS 0.4%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: segfault DoS in TensorListConcat op

CVE-2022-41891
7.5
EPSS 0.4%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: int32 overflow in BCast::ToShape causes DoS

CVE-2022-41890
7.5
EPSS 0.4%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: NULL ptr deref DoS via quantized tensor input

CVE-2022-41889
7.5
EPSS 0.4%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: GPU input validation DoS in bbox proposals

CVE-2022-41888
7.5
EPSS 0.4%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: int32 overflow crashes Poisson loss function

CVE-2022-41887
7.5
EPSS 0.4%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: integer overflow in image op causes DoS

CVE-2022-41886
7.5
EPSS 0.4%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: FusedResizeAndPadConv2D overflow causes DoS

CVE-2022-41885
7.5
EPSS 0.4%
DoS Framework Inference
tensorflow CWE-131 3.7K 3 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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