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

95

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 1346 results — Active exploitation, no patch
HIGHEXPLOIT AVAIL

Flowise: account takeover via unverified email change

CVE-2025-71337
8.3
EPSS 0.4%
Auth BypassData ExtractionAgentFramework
Flowise4 ATLAS
HIGHEXPLOIT AVAIL

vLLM: dependency confusion RCE backdoors container images

CVE-2026-54232
8.8
EPSS 0.6%
Supply ChainCode ExecutionData ExtractionInferenceFramework
vllmCWE-427945 ATLAS
HIGHEXPLOIT AVAIL

Budibase: account hijack via chat identity CSRF

CVE-2026-50132
7.3
EPSS 0.2%
Auth BypassSocial EngineeringData ExtractionAgentAPI
CWE-2845 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scanner bypass enables RCE via pickle

CVE-2025-71358
8.1
EPSS 0.3%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50235 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scanner bypass enables undetected pickle RCE

CVE-2025-71344
8.1
EPSS 0.5%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50235 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scanner bypass enables arbitrary code execution

CVE-2025-71339
8.1
EPSS 0.4%
Code ExecutionSupply ChainModelFramework
picklescanCWE-50235 ATLAS
HIGHEXPLOIT AVAIL

Flowise: cross-workspace chatflow config disclosure

CVE-2026-56268
7.7
EPSS 0.4%
Auth BypassData ExtractionData LeakageAgentFrameworkAPI
FlowiseCWE-8635 ATLAS
MEDIUMEXPLOIT AVAIL

Langflow: code injection via Bundle URL Loader (PoC)

CVE-2026-12822
5.3
EPSS 0.3%
Code ExecutionData ExtractionFrameworkAgent
langflowCWE-744 ATLAS
MEDIUMEXPLOIT AVAIL

Flowise: path traversal in S3 loader exposes documents

CVE-2026-12821
6.3
EPSS 0.5%
Data ExtractionData LeakageAgentRAGFramework
FlowiseCWE-225 ATLAS
MEDIUMEXPLOIT AVAIL

Craft CMS: stored XSS hijacks admin panel sessions

CVE-2026-56393
4.8
EPSS 0.2%
Code ExecutionData ExtractionAuth BypassFrameworkPlugin
4 ATLAS
HIGHEXPLOIT AVAIL

picklescan: detection bypass enables RCE via pickle files

CVE-2025-71378
8.1
EPSS 0.5%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50234 ATLAS
HIGHEXPLOIT AVAIL

picklescan: detection bypass enables RCE via malicious models

CVE-2025-71357
8.1
EPSS 0.4%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50235 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scanner bypass enables RCE via pickle files

CVE-2025-71351
--
EPSS 0.6%
Supply ChainCode ExecutionModelFramework
picklescanCWE-18434 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scanner bypass enables supply chain RCE

CVE-2025-71348
8.1
EPSS 0.6%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50235 ATLAS
MEDIUMEXPLOIT AVAIL

litellm: authorization bypass exposes user list

CVE-2026-12799
4.3
EPSS 0.4%
Auth BypassData ExtractionAPIInference
litellmCWE-26664 ATLAS
MEDIUMEXPLOIT AVAIL

litellm: SSRF in MCP OpenAPI spec loader endpoint

CVE-2026-12798
6.3
EPSS 0.4%
Data ExtractionAuth BypassSupply ChainInferenceAgentPlugin
litellmCWE-91864 ATLAS
HIGHEXPLOIT AVAIL

litellm: auth bypass in SSO debug exposes LLM proxy

CVE-2026-12795
7.3
EPSS 0.8%
Auth BypassData ExtractionCode ExecutionInferenceAPIFramework
litellmCWE-28765 ATLAS
MEDIUMEXPLOIT AVAIL

litellm: auth bypass in banned keywords enterprise hook

CVE-2026-12797
6.3
EPSS 0.4%
Auth BypassPrompt InjectionInferenceAPIFramework
litellmCWE-28564 ATLAS
MEDIUMEXPLOIT AVAIL

litellm: SSO session expiration allows auth persistence

CVE-2026-12796
6.3
EPSS 0.6%
Auth BypassData ExtractionInferenceAPI
litellmCWE-61364 ATLAS
MEDIUMEXPLOIT AVAIL

litellm: SSRF in MCP server exposes cloud metadata

CVE-2026-12774
6.3
EPSS 0.4%
Auth BypassData ExtractionCode ExecutionInferenceAPIAgent
litellmCWE-91865 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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