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
2,377

AI/ML CVEs Tracked

337

Critical

391

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
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via Grappler constant folding segfault

CVE-2021-41204
5.5
EPSS 0.1%
DoS Framework Inference
tensorflow CWE-824 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: malformed checkpoint triggers overflow/crash

CVE-2021-41203
7.8
EPSS 0.2%
Supply Chain Code Execution DoS Framework Training Data
tensorflow CWE-190 3.7K 4 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: heap OOB read in SparseCountSparseOutput

CVE-2021-41210
7.1
EPSS 0.1%
Data Extraction Code Execution DoS Framework Training Data
tensorflow CWE-125 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: uninitialized var in Einsum allows local RCE

CVE-2021-41201
7.8
EPSS 0.2%
Code Execution Framework Inference
tensorflow CWE-824 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS crash in tf.summary file writer

CVE-2021-41200
5.5
EPSS 0.2%
DoS Framework Training Data
tensorflow CWE-617 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: tf.image.resize integer overflow DoS

CVE-2021-41199
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow CWE-190 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: tf.tile integer overflow crashes ML process

CVE-2021-41198
5.5
EPSS 0.2%
DoS Framework Inference Training Data
tensorflow CWE-190 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: integer overflow in tensor dims causes DoS

CVE-2021-41197
5.5
EPSS 0.3%
DoS Framework Inference
tensorflow CWE-190 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: integer underflow crashes Keras pooling layers

CVE-2021-41196
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow CWE-191 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: integer overflow in segment ops causes DoS

CVE-2021-41195
5.5
EPSS 0.2%
DoS Framework
tensorflow CWE-190 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow/Keras: RCE via YAML model deserialization

CVE-2021-37678
8.8
EPSS 0.5%
Code Execution Supply Chain Framework Model
tensorflow CWE-502 3.7K 4 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via division by zero in conv ops

CVE-2021-37675
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
CRITICAL EXPLOIT AVAIL

TensorFlow: path traversal in get_file allows file overwrite

CVE-2021-35958
9.1
EPSS 1.9%
Supply Chain Code Execution Framework Training Data
tensorflow CWE-22 3.7K 4 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via invalid SparseCount op args

CVE-2021-29619
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS crash via tf.transpose complex+conjugate

CVE-2021-29618
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via CHECK-fail in strings.substr

CVE-2021-29617
5.5
EPSS 0.2%
DoS Framework
tensorflow CWE-755 3.7K 2 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: null ptr deref in graph optimizer

CVE-2021-29616
7.8
EPSS 0.2%
Code Execution DoS Framework Inference
tensorflow CWE-476 3.7K 2 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: uncontrolled recursion DoS in ParseAttrValue

CVE-2021-29615
5.5
EPSS 0.2%
DoS Supply Chain Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: OOB write in decode_raw crashes interpreter

CVE-2021-29614
7.8
EPSS 0.2%
Code Execution DoS Framework Training Data
tensorflow CWE-787 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: CTCLoss heap OOB read, info leak + crash

CVE-2021-29613
7.1
EPSS 0.2%
DoS Data Extraction Framework Inference
tensorflow CWE-125 3.7K 4 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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