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
3,591

AI/ML CVEs Tracked

481

Critical

96

New This Week

24

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 3591 results
CRITICAL

TensorFlow: GatherNd OOB read crashes inference servers

CVE-2022-35937
9.1
EPSS 0.6%
DoS Data Extraction Supply Chain Framework Inference
tensorflow 3.8K 5 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: DoS via SobolSample CHECK-failure

CVE-2022-35935
7.5
EPSS 0.5%
DoS Framework Inference
tensorflow 3.8K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: tf.reshape DoS via integer overflow

CVE-2022-35934
7.5
EPSS 0.5%
DoS Framework Inference
tensorflow CWE-617 3.8K 3 ATLAS
MEDIUM

Streamlit: path traversal leaks server filesystem

CVE-2022-35918
6.5
EPSS 1.6%
Data Extraction Data Leakage Framework
streamlit CWE-22 3.0K 5 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow CLI: eval() injection enables reverse shell

CVE-2022-29216
7.8
EPSS 0.5%
Code Execution Supply Chain Framework Inference
tensorflow 3.8K 4 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: input validation DoS in FFT signal ops

CVE-2022-29213
5.5
EPSS 0.3%
DoS Framework Inference
tensorflow CWE-617 3.8K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow Lite: quantization assert crash (DoS)

CVE-2022-29212
5.5
EPSS 0.3%
DoS Supply Chain Framework Inference Model
tensorflow 3.8K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: NaN input crashes histogram op (CPU DoS)

CVE-2022-29211
5.5
EPSS 0.3%
DoS Framework Training Data
tensorflow 3.8K 4 ATLAS
MEDIUM

TensorFlow: heap OOB in TensorKey causes DoS

CVE-2022-29210
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow CWE-787 3.8K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: CHECK macro type confusion causes DoS

CVE-2022-29209
5.5
EPSS 0.4%
DoS Framework Inference
tensorflow 3.8K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: OOB write in EditDistance enables local DoS

CVE-2022-29208
7.1
EPSS 0.4%
DoS Code Execution Framework
tensorflow 3.8K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: SparseTensorDenseAdd null ptr deref DoS

CVE-2022-29206
5.5
EPSS 0.3%
DoS Framework Inference
tensorflow 3.8K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: NULL deref DoS via compat.v1 ops

CVE-2022-29205
5.5
EPSS 0.3%
DoS Framework
tensorflow 3.8K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via UnsortedSegmentJoin input validation

CVE-2022-29204
5.5
EPSS 0.3%
DoS Framework
tensorflow CWE-20 3.8K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via SpaceToBatchND integer overflow

CVE-2022-29203
5.5
EPSS 0.3%
DoS Framework Inference
tensorflow 3.8K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via ragged tensor memory exhaustion

CVE-2022-29202
5.5
EPSS 0.3%
DoS Framework
tensorflow CWE-1284 3.8K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: QuantizedConv2D null deref crashes model server

CVE-2022-29201
5.5
EPSS 0.3%
DoS Framework Inference
tensorflow 3.8K 4 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: null-ptr deref in eager mode causes DoS

CVE-2022-29207
5.5
EPSS 0.3%
DoS Framework Training Data Inference
tensorflow 3.8K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: LSTMBlockCell DoS via invalid tensor rank

CVE-2022-29200
5.5
EPSS 0.3%
DoS Framework Inference
tensorflow CWE-1284 3.8K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: CHECK-fail DoS in LoadAndRemapMatrix op

CVE-2022-29199
5.5
EPSS 0.3%
DoS Framework
tensorflow 3.8K 2 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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