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
3,023

AI/ML CVEs Tracked

424

Critical

115

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 1432 results — Active exploitation
HIGH EXPLOIT AVAIL

picklescan: detection bypass enables RCE via malicious models

CVE-2025-71357
8.1
EPSS 0.3%
Supply Chain Code Execution Model Framework
picklescan CWE-502 3 5 ATLAS
HIGH EXPLOIT AVAIL

picklescan: scanner bypass enables RCE via pickle files

CVE-2025-71351
--
EPSS 0.7%
Supply Chain Code Execution Model Framework
picklescan CWE-184 3 4 ATLAS
HIGH EXPLOIT AVAIL

picklescan: scanner bypass enables supply chain RCE

CVE-2025-71348
8.1
EPSS 0.4%
Supply Chain Code Execution Model Framework
picklescan CWE-502 3 5 ATLAS
MEDIUM EXPLOIT AVAIL

litellm: authorization bypass exposes user list

CVE-2026-12799
4.3
EPSS 0.3%
Auth Bypass Data Extraction API Inference
litellm CWE-266 6 4 ATLAS
MEDIUM EXPLOIT AVAIL

litellm: SSRF in MCP OpenAPI spec loader endpoint

CVE-2026-12798
6.3
EPSS 0.3%
Data Extraction Auth Bypass Supply Chain Inference Agent Plugin
litellm CWE-918 6 4 ATLAS
HIGH EXPLOIT AVAIL

litellm: auth bypass in SSO debug exposes LLM proxy

CVE-2026-12795
7.3
EPSS 0.5%
Auth Bypass Data Extraction Code Execution Inference API Framework
litellm CWE-287 6 5 ATLAS
MEDIUM EXPLOIT AVAIL

litellm: auth bypass in banned keywords enterprise hook

CVE-2026-12797
6.3
EPSS 0.4%
Auth Bypass Prompt Injection Inference API Framework
litellm CWE-285 6 4 ATLAS
MEDIUM EXPLOIT AVAIL

litellm: SSO session expiration allows auth persistence

CVE-2026-12796
6.3
EPSS 0.4%
Auth Bypass Data Extraction Inference API
litellm CWE-613 6 4 ATLAS
MEDIUM EXPLOIT AVAIL

litellm: SSRF in MCP server exposes cloud metadata

CVE-2026-12774
6.3
EPSS 0.3%
Auth Bypass Data Extraction Code Execution Inference API Agent
litellm CWE-918 6 5 ATLAS
MEDIUM EXPLOIT AVAIL

litellm: session expiration bypass in proxy auth

CVE-2026-12772
6.3
EPSS 0.3%
Auth Bypass Data Extraction Inference API
litellm CWE-613 6 5 ATLAS
HIGH EXPLOIT AVAIL

litellm: auth bypass in MCP proxy, no credentials required

CVE-2026-12773
7.3
EPSS 0.6%
Auth Bypass Data Extraction Data Leakage API Inference Agent
litellm CWE-287 6 5 ATLAS
HIGH EXPLOIT AVAIL

litellm: JWT auth bypass in M2M proxy handler

CVE-2026-12771
7.5
EPSS 0.3%
Auth Bypass Inference API
litellm CWE-266 6 5 ATLAS
HIGH EXPLOIT AVAIL

litellm: auth bypass in Admin Key Handler endpoint

CVE-2026-12770
8.8
EPSS 0.3%
Auth Bypass DoS Inference API
litellm CWE-266 6 4 ATLAS
MEDIUM EXPLOIT AVAIL

picklescan: FileHandler bypass creates filesystem artifacts

CVE-2026-56304
6.5
EPSS 0.4%
Supply Chain DoS Framework Model
picklescan CWE-502 3 4 ATLAS
MEDIUM EXPLOIT AVAIL

Flowise: mass assignment enables credential hash override

CVE-2026-56276
--
EPSS 0.4%
Auth Bypass Data Extraction Agent Framework
Flowise CWE-915 5 ATLAS
MEDIUM EXPLOIT AVAIL

Flowise: PII exposure via unauthenticated password reset

CVE-2026-56267
--
EPSS 0.5%
Data Extraction Privacy Violation Agent
Flowise CWE-200 4 ATLAS
MEDIUM EXPLOIT AVAIL

Flowise: XSS enables session hijacking in AI agent UI

CVE-2025-71331
6.1
EPSS 0.2%
Auth Bypass Data Extraction Code Execution Agent Framework Plugin
Flowise CWE-80 4 ATLAS
CRITICAL EXPLOIT AVAIL

Langflow: TAR symlink traversal enables full RCE

CVE-2026-55447
9.6
EPSS 0.5%
Code Execution Auth Bypass Data Extraction Framework RAG Agent
langflow Patch: 1.9.2 CWE-61 6 ATLAS
HIGH EXPLOIT AVAIL

Langflow: pre-auth DoS via malformed multipart boundary

CVE-2026-55446
7.5
EPSS 0.3%
DoS Auth Bypass Framework
langflow Patch: 1.0.19 CWE-400 3 ATLAS
MEDIUM EXPLOIT AVAIL

Langflow: logout fails to clear session tokens

CVE-2026-55423
6.1
EPSS 0.2%
Auth Bypass Data Extraction Framework Agent
langflow Patch: 1.7.1 CWE-613 3 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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