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
2,375

AI/ML CVEs Tracked

336

Critical

408

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 509 results — High severity, Active exploitation
HIGH EXPLOIT AVAIL

TensorFlow TFLite: OOB read via empty tensor in Min/Max ops

CVE-2021-29590
7.1
EPSS 0.2%
Data Extraction DoS Supply Chain Framework Inference
tensorflow 3.7K 4 ATLAS
HIGH EXPLOIT AVAIL

TFLite GatherNd: divide-by-zero crashes inference runtime

CVE-2021-29589
7.8
EPSS 0.2%
Supply Chain DoS Framework Model Inference
tensorflow 3.7K 4 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow Lite: DoS/RCE via crafted model stride=0

CVE-2021-29588
7.8
EPSS 0.2%
DoS Code Execution Supply Chain Framework Inference
tensorflow CWE-369 3.7K 4 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow TFLite: divide-by-zero via crafted model file

CVE-2021-29587
7.8
EPSS 0.2%
Supply Chain DoS Code Execution Framework Model Inference
tensorflow 3.7K 4 ATLAS
HIGH EXPLOIT AVAIL

TFLite: div-by-zero in pooling crashes inference engine

CVE-2021-29586
7.8
EPSS 0.2%
DoS Code Execution Framework Inference
tensorflow 3.7K 4 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow TFLite: divide-by-zero crashes ML inference

CVE-2021-29585
7.8
EPSS 0.2%
DoS Code Execution Supply Chain Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: heap overflow in FusedBatchNorm risks RCE

CVE-2021-29583
7.8
EPSS 0.2%
Code Execution DoS Framework Inference
tensorflow CWE-125 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: OOB heap read via Dequantize shape mismatch

CVE-2021-29582
7.1
EPSS 0.2%
Data Extraction Code Execution Framework Inference
tensorflow 3.7K 4 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: heap buffer overflow in MaxPoolGrad kernel

CVE-2021-29579
7.8
EPSS 0.2%
Code Execution Framework Inference
tensorflow CWE-787 3.7K 2 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: heap buffer overflow in FractionalAvgPoolGrad

CVE-2021-29578
7.8
EPSS 0.2%
Code Execution Framework Training Data
tensorflow CWE-787 3.7K 2 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: heap overflow in AvgPool3DGrad op

CVE-2021-29577
7.8
EPSS 0.2%
Code Execution Framework Inference
tensorflow CWE-787 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: heap buffer overflow in MaxPool3DGradGrad op

CVE-2021-29576
7.8
EPSS 0.2%
Code Execution Framework
tensorflow CWE-787 3.7K 2 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: null ptr deref in MaxPool3DGradGrad ops

CVE-2021-29574
7.8
EPSS 0.2%
DoS Code Execution Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: heap OOB write via crafted bounding box op

CVE-2021-29571
7.8
EPSS 0.2%
Code Execution Supply Chain Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: OOB read in MaxPoolGradWithArgmax op

CVE-2021-29570
7.1
EPSS 0.2%
DoS Data Extraction Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: OOB heap read in MaxPoolGradWithArgmax op

CVE-2021-29569
7.1
EPSS 0.2%
Data Extraction DoS Framework
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: null deref in ParameterizedTruncatedNormal op

CVE-2021-29568
7.8
EPSS 0.2%
Code Execution DoS Framework Inference
tensorflow CWE-476 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: heap OOB write in Dilation2D training op

CVE-2021-29566
7.8
EPSS 0.2%
Code Execution Supply Chain Framework Training Data
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: heap OOB in RaggedTensorToTensor op

CVE-2021-29560
7.1
EPSS 0.2%
Code Execution DoS Data Extraction Framework Inference
tensorflow CWE-787 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: heap OOB read in UnicodeEncode leaks memory

CVE-2021-29559
7.1
EPSS 0.2%
Data Extraction DoS Framework Training Data
tensorflow 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.

Need deeper analysis?

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