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
3,018

AI/ML CVEs Tracked

424

Critical

112

New This Week

19

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 1942 results — no patch
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via TensorSummaryV2 input validation failure

CVE-2022-29193
5.5
EPSS 0.3%
DoS Framework Training Data
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via malformed DeleteSessionTensor input

CVE-2022-29194
5.5
EPSS 0.3%
DoS Framework Inference
tensorflow 3.7K 2 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via QuantizeAndDequantize input validation

CVE-2022-29192
5.5
EPSS 0.3%
DoS Framework
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via GetSessionTensor input validation

CVE-2022-29191
5.5
EPSS 0.4%
DoS Framework
tensorflow 3.7K 2 ATLAS
UNKNOWN

Doctor's Appointment System: file upload leads to RCE

CVE-2022-28568
--
EPSS 3.1%
Code Execution Framework
HIGH EXPLOIT AVAIL

Gradio: CSV formula injection via flagging enables RCE

CVE-2022-24770
8.8
EPSS 1.3%
Code Execution Supply Chain Framework Inference
gradio 669 4 ATLAS
CRITICAL EXPLOIT AVAIL

pytorch-lightning: code injection enables full RCE

CVE-2022-0845
9.8
EPSS 1.0%
Code Execution Supply Chain Framework Training Data
pytorch_lightning CWE-94 24.2K 3 ATLAS
UNKNOWN

Subrion CMS: stored XSS in admin config panel

CVE-2020-18325
--
EPSS 1.6%
Code Execution Auth Bypass Plugin
UNKNOWN

Zepl Notebooks: RCE via malicious notebook code

CVE-2021-42950
--
EPSS 1.6%
Code Execution Framework
2 ATLAS
UNKNOWN

Zepl Notebooks: sandbox escape exposes cloud metadata

CVE-2021-42952
--
EPSS 1.6%
Code Execution Data Leakage Framework
4 ATLAS
HIGH EXPLOIT AVAIL

MLflow: insecure temp file handling causes DoS

CVE-2022-0736
7.5
EPSS 1.6%
DoS Framework Training Data
mlflow 674 3 ATLAS
UNKNOWN

XMPie UStore: persistent XSS in admin user panel

CVE-2022-23321
--
EPSS 0.6%
Code Execution Privacy Violation Framework
MEDIUM EXPLOIT AVAIL

TensorFlow XLA: null pointer dereference causes DoS

CVE-2022-23595
6.5
EPSS 0.8%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM

TensorFlow MLIR: heap OOB via malicious SavedModel file

CVE-2022-23594
5.5
EPSS 0.1%
Code Execution DoS Supply Chain Framework Model
tensorflow CWE-125 3.7K 4 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow MLIR-TFRT: DoS via scalar shape segfault

CVE-2022-23593
7.5
EPSS 0.9%
DoS Framework Inference
tensorflow CWE-754 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: heap OOB read in type inference engine

CVE-2022-23592
8.1
EPSS 0.9%
Data Extraction DoS Code Execution Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: SavedModel stack overflow via recursive GraphDef

CVE-2022-23591
7.5
EPSS 0.8%
DoS Supply Chain Framework Model
tensorflow CWE-674 3.7K 4 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: DoS via malicious SavedModel GraphDef

CVE-2022-23590
7.5
EPSS 1.0%
DoS Supply Chain Framework Model Inference
tensorflow 3.7K 4 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow Grappler: DoS via malicious SavedModel

CVE-2022-23589
6.5
EPSS 1.1%
DoS Supply Chain Framework Model
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via crafted SavedModel crashes Grappler

CVE-2022-23588
6.5
EPSS 0.9%
DoS Supply Chain Framework Model Inference
tensorflow 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.

Need deeper analysis?

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