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 16 of 1016 results — High severity
HIGH EXPLOIT AVAIL

TensorFlow: type confusion → null ptr deref (CVSS 7.8)

CVE-2021-29513
7.8
EPSS 0.2%
Code Execution DoS Framework Inference
tensorflow CWE-476 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: heap buffer overflow in RaggedBincount op

CVE-2021-29512
7.8
EPSS 0.2%
Code Execution Framework Training Data
tensorflow CWE-787 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: OOB read in glob path matching causes DoS

CVE-2020-26269
7.5
EPSS 0.7%
DoS Framework
tensorflow CWE-125 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: OOB read in DataFormatVecPermute op

CVE-2020-26267
7.8
EPSS 0.2%
Code Execution DoS Data Extraction Framework Training Data Inference
tensorflow CWE-125 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

scikit-learn: DoS via crafted SVM model deserialization

CVE-2020-28975
7.5
EPSS 3.4%
DoS Supply Chain Framework Model Inference
scikit-learn 29.2K 5 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: NaN-triggered DoS in crop_and_resize op

CVE-2020-15266
7.5
EPSS 0.9%
DoS Framework Inference
tensorflow CWE-119 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: OOB read DoS via invalid quantize axis

CVE-2020-15265
7.5
EPSS 0.9%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow Lite: OOB write in segment sum, memory corruption risk

CVE-2020-15214
8.1
EPSS 0.6%
Code Execution Supply Chain DoS Framework Inference Model
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow Lite: heap OOB write via segment sum op

CVE-2020-15212
8.6
EPSS 0.6%
Code Execution Supply Chain Framework Inference Model
tensorflow CWE-787 3.7K 4 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: SavedModel protobuf DoS in inference serving

CVE-2020-15206
7.5
EPSS 0.9%
DoS Supply Chain Framework Inference Model
tensorflow 3.7K 5 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: format string DoS in strings.as_string

CVE-2020-15203
7.5
EPSS 1.0%
DoS Framework Inference
tensorflow CWE-134 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: heap overflow in sparse gradient op

CVE-2020-15195
8.8
EPSS 0.9%
Code Execution Supply Chain Framework Inference Training Data
tensorflow CWE-787 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: uninitialized memory corruption via dlpack

CVE-2020-15193
7.1
EPSS 0.7%
Code Execution DoS Framework Inference
tensorflow CWE-908 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: type confusion DoS crashes eager mode inference

CVE-2020-5215
7.5
EPSS 0.6%
DoS Supply Chain Framework Inference
tensorflow CWE-20 3.7K 5 ATLAS
HIGH

TensorFlow 1.7: Buffer overflow enables arbitrary code exec

CVE-2018-8825
8.8
EPSS 0.6%
Code Execution Supply Chain Framework Inference Model
tensorflow CWE-119 3.7K 5 ATLAS
HIGH

Jupyter Notebook: XSS via malicious .ipynb file

CVE-2018-8768
7.8
EPSS 1.1%
Code Execution Supply Chain Data Extraction Framework
notebook Patch: 5.4.1 3.0K 5 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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