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.

Each CVE is enriched with
  • CVSS severity
  • EPSS exploit probability
  • Exploitation confidence
  • AI-component classification
  • Compliance mappings
4,307

AI/ML CVEs Tracked

533

Critical

96

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 616 results — High severity, has patch
HIGH

mlflow: security flaw enables exploitation

CVE-2025-14279
8.1
EPSS 0.2%
Auth BypassData ExtractionData LeakageFrameworkAPI
mlflowPatch: 3.5.0CWE-3466955 ATLAS
HIGHEXPLOIT AVAIL

fickling: Deserialization enables RCE

CVE-2026-22612
--
EPSS 0.3%
Supply ChainCode ExecutionAuth BypassFrameworkModelTraining Data
ficklingPatch: 0.1.7CWE-502625 ATLAS
HIGHEXPLOIT AVAIL

fickling: Allowlist Bypass evades input filtering

CVE-2026-22609
--
EPSS 0.6%
Code ExecutionSupply ChainAuth BypassFrameworkModel
ficklingPatch: 0.1.7CWE-184625 ATLAS
HIGHEXPLOIT AVAIL

fickling: Allowlist Bypass evades input filtering

CVE-2026-22608
--
EPSS 0.4%
Supply ChainCode ExecutionAuth BypassFrameworkModel
ficklingPatch: 0.1.7CWE-184625 ATLAS
HIGHEXPLOIT AVAIL

fickling: Allowlist Bypass evades input filtering

CVE-2026-22607
--
EPSS 0.5%
Code ExecutionSupply ChainAuth BypassFrameworkModelInference
ficklingPatch: 0.1.7CWE-184626 ATLAS
HIGHEXPLOIT AVAIL

fickling: Allowlist Bypass evades input filtering

CVE-2026-22606
--
EPSS 0.5%
Supply ChainCode ExecutionFrameworkModel
ficklingPatch: 0.1.7CWE-184625 ATLAS
HIGH

vllm: Input Validation flaw enables exploitation

GHSA-mcmc-2m55-j8jj
8.8
DoSCode ExecutionInferenceFramework
vllmPatch: 0.13.0CWE-20945 ATLAS
HIGH

picklescan: Path Traversal enables file access

GHSA-9726-w42j-3qjr
--
Supply ChainData ExtractionData LeakageFrameworkTraining DataModel
picklescanPatch: 0.0.35CWE-2235 ATLAS
HIGHEXPLOIT AVAIL

mcp_typescript_sdk: security flaw enables exploitation

CVE-2026-0621
7.5
EPSS 0.4%
DoSFrameworkAPIAgent
@modelcontextprotocol/sdkPatch: 1.25.2CWE-13336.3K4 ATLAS
HIGH

picklescan: Code Injection enables RCE

GHSA-46h3-79wf-xr6c
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.34CWE-9437 ATLAS
HIGH

picklescan: Code Injection enables RCE

GHSA-955r-x9j8-7rhh
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.34CWE-9436 ATLAS
HIGH

picklescan: Code Injection enables RCE

GHSA-rrxm-2pvv-m66x
--
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.33CWE-9437 ATLAS
HIGH

picklescan: Code Injection enables RCE

GHSA-3329-ghmp-jmv5
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.33CWE-9435 ATLAS
HIGH

picklescan: Code Injection enables RCE

GHSA-x843-g5mx-g377
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.33CWE-9436 ATLAS
HIGH

picklescan: Deserialization enables RCE

GHSA-r8g5-cgf2-4m4m
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.33CWE-50235 ATLAS
HIGH

picklescan: Protection Bypass circumvents security controls

GHSA-hgrh-qx5j-jfwx
8.8
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.33CWE-69337 ATLAS
HIGH

picklescan: Deserialization enables RCE

GHSA-vqmv-47xg-9wpr
--
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.33CWE-50237 ATLAS
HIGH

picklescan: Allowlist Bypass evades input filtering

GHSA-84r2-jw7c-4r5q
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.33CWE-18435 ATLAS
HIGH

picklescan: Allowlist Bypass evades input filtering

GHSA-4675-36f9-wf6r
--
Code ExecutionSupply ChainAuth BypassFrameworkModel
picklescanPatch: 0.0.33CWE-18436 ATLAS
HIGH

picklescan: Deserialization enables RCE

GHSA-m273-6v24-x4m4
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.33CWE-50235 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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