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
2,387

AI/ML CVEs Tracked

341

Critical

358

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 352 results — High severity, has patch
HIGH

mlflow: security flaw enables exploitation

CVE-2025-14279
8.1
EPSS 0.2%
Auth Bypass Data Extraction Data Leakage Framework API
mlflow Patch: 3.5.0 CWE-346 655 5 ATLAS
HIGH EXPLOIT AVAIL

fickling: Deserialization enables RCE

CVE-2026-22612
--
EPSS 0.3%
Supply Chain Code Execution Auth Bypass Framework Model Training Data
fickling Patch: 0.1.7 CWE-502 58 5 ATLAS
HIGH EXPLOIT AVAIL

fickling: Allowlist Bypass evades input filtering

CVE-2026-22609
--
EPSS 0.6%
Code Execution Supply Chain Auth Bypass Framework Model
fickling Patch: 0.1.7 CWE-184 58 5 ATLAS
HIGH EXPLOIT AVAIL

fickling: Allowlist Bypass evades input filtering

CVE-2026-22608
--
EPSS 0.3%
Supply Chain Code Execution Auth Bypass Framework Model
fickling Patch: 0.1.7 CWE-184 58 5 ATLAS
HIGH EXPLOIT AVAIL

fickling: Allowlist Bypass evades input filtering

CVE-2026-22607
--
EPSS 0.4%
Code Execution Supply Chain Auth Bypass Framework Model Inference
fickling Patch: 0.1.7 CWE-184 58 6 ATLAS
HIGH EXPLOIT AVAIL

fickling: Allowlist Bypass evades input filtering

CVE-2026-22606
--
EPSS 0.4%
Supply Chain Code Execution Framework Model
fickling Patch: 0.1.7 CWE-184 58 5 ATLAS
HIGH

vllm: Input Validation flaw enables exploitation

GHSA-mcmc-2m55-j8jj
8.8
DoS Code Execution Inference Framework
vllm Patch: 0.13.0 CWE-20 130 5 ATLAS
HIGH

picklescan: Path Traversal enables file access

GHSA-9726-w42j-3qjr
--
Supply Chain Data Extraction Data Leakage Framework Training Data Model
picklescan Patch: 0.0.35 CWE-22 3 5 ATLAS
HIGH

picklescan: Code Injection enables RCE

GHSA-46h3-79wf-xr6c
--
Supply Chain Code Execution Framework Model
picklescan Patch: 0.0.34 CWE-94 3 7 ATLAS
HIGH

picklescan: Code Injection enables RCE

GHSA-955r-x9j8-7rhh
--
Supply Chain Code Execution Framework Model
picklescan Patch: 0.0.34 CWE-94 3 6 ATLAS
HIGH

picklescan: Code Injection enables RCE

GHSA-rrxm-2pvv-m66x
--
Supply Chain Code Execution Model Framework
picklescan Patch: 0.0.33 CWE-94 3 7 ATLAS
HIGH

picklescan: Code Injection enables RCE

GHSA-3329-ghmp-jmv5
--
Supply Chain Code Execution Framework Model
picklescan Patch: 0.0.33 CWE-94 3 5 ATLAS
HIGH

picklescan: Code Injection enables RCE

GHSA-x843-g5mx-g377
--
Supply Chain Code Execution Framework Model
picklescan Patch: 0.0.33 CWE-94 3 6 ATLAS
HIGH

picklescan: Deserialization enables RCE

GHSA-r8g5-cgf2-4m4m
--
Supply Chain Code Execution Framework Model
picklescan Patch: 0.0.33 CWE-502 3 5 ATLAS
HIGH

picklescan: Protection Bypass circumvents security controls

GHSA-hgrh-qx5j-jfwx
8.8
Supply Chain Code Execution Model Framework
picklescan Patch: 0.0.33 CWE-693 3 7 ATLAS
HIGH

picklescan: Deserialization enables RCE

GHSA-vqmv-47xg-9wpr
--
Supply Chain Code Execution Model Framework
picklescan Patch: 0.0.33 CWE-502 3 7 ATLAS
HIGH

picklescan: Allowlist Bypass evades input filtering

GHSA-84r2-jw7c-4r5q
--
Supply Chain Code Execution Framework Model
picklescan Patch: 0.0.33 CWE-184 3 5 ATLAS
HIGH

picklescan: Allowlist Bypass evades input filtering

GHSA-4675-36f9-wf6r
--
Code Execution Supply Chain Auth Bypass Framework Model
picklescan Patch: 0.0.33 CWE-184 3 6 ATLAS
HIGH

picklescan: Deserialization enables RCE

GHSA-m273-6v24-x4m4
--
Supply Chain Code Execution Framework Model
picklescan Patch: 0.0.33 CWE-502 3 5 ATLAS
HIGH EXPLOIT AVAIL

lmdeploy: Deserialization enables RCE

CVE-2025-67729
8.8
EPSS 0.5%
Supply Chain Code Execution Framework Model Inference
lmdeploy Patch: 0.11.1 CWE-502 1 6 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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