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
3,590

AI/ML CVEs Tracked

481

Critical

95

New This Week

24

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 481 results — Critical severity
CRITICAL EXPLOIT AVAIL SCANNER

9router: unauthenticated RCE exposes LLM API keys

CVE-2026-46339
10.0
EPSS 3.4%
Auth Bypass Code Execution Data Extraction Plugin API Agent
9router Patch: 0.4.37 CWE-78 1.8K 8 ATLAS
CRITICAL

n8n: SSRF bypasses credential domain restrictions

GHSA-3875-8gcx-7v46
9.1
Auth Bypass Data Extraction Privacy Violation Agent API Framework
n8n Patch: 2.20.0 CWE-918 5 ATLAS
CRITICAL

guardrails-ai: malicious 0.10.1 enables host compromise

CVE-2026-45758
9.6
EPSS 0.3%
Supply Chain Code Execution Framework Agent
guardrails-ai CWE-506 78 5 ATLAS
CRITICAL

GlassFish: authenticated RCE via admin console

CVE-2026-2586
9.1
EPSS 0.8%
Code Execution Auth Bypass Supply Chain Framework Inference API
org.glassfish.jsftemplating:jsftemplating Patch: 4.2.0 CWE-94 505 5 ATLAS
CRITICAL EXPLOIT AVAIL

MLflow: cross-origin bypass enables RCE via AI agent

CVE-2026-2611
9.6
EPSS 0.4%
Auth Bypass Code Execution Agent Framework
mlflow Patch: 3.10.0 CWE-346 690 5 ATLAS
CRITICAL

mistralai 2.4.6: supply chain dropper executes on import

GHSA-wx9m-wx4f-4cmg
9.6
Supply Chain Code Execution API Framework
mistralai CWE-506 492 6 ATLAS
CRITICAL EXPLOIT AVAIL

ChromaDB: pre-auth RCE via trust_remote_code injection

CVE-2026-45829
10.0
EPSS 12.4%
Code Execution Auth Bypass Supply Chain RAG Framework Agent
chromadb CWE-94 1.5K 6 ATLAS
CRITICAL EXPLOIT AVAIL

deepseek-tui: prompt injection enables zero-approval RCE

CVE-2026-45311
9.6
EPSS 0.4%
Prompt Injection Code Execution Data Extraction Agent Plugin
deepseek-tui Patch: 0.8.23 CWE-94 7 ATLAS
CRITICAL EXPLOIT AVAIL

Crabbox: env-var allowlist leaks secrets to remote exec

CVE-2026-8634
9.1
EPSS 0.7%
Supply Chain Code Execution Data Leakage Agent Framework
crabbox 3 5 ATLAS
CRITICAL

n8n: SQL injection via poisoned Source Control git repo

CVE-2026-44792
9.0
EPSS 0.4%
Supply Chain Code Execution Data Extraction Agent Framework
n8n Patch: 1.123.43 CWE-89 5 ATLAS
CRITICAL

n8n: XML node patch bypass enables host RCE

CVE-2026-44791
9.9
EPSS 0.5%
Code Execution Auth Bypass Data Extraction Agent Framework Plugin
n8n Patch: 1.123.43 CWE-1321 5 ATLAS
CRITICAL

n8n: prototype pollution in HTTP node enables RCE

CVE-2026-44789
9.9
EPSS 0.5%
Code Execution Auth Bypass Supply Chain Agent Framework Plugin
n8n Patch: 1.123.43 CWE-1321 6 ATLAS
CRITICAL

Flowise: auth RCE via NodeVM sandbox escape

GHSA-9rvc-vf7m-pgm2
--
Code Execution Auth Bypass Agent Framework
flowise Patch: 3.1.2 CWE-94 5 ATLAS
CRITICAL

guardrails-ai: RCE via malicious Hub package manifest

CVE-2026-31233
9.8
EPSS 0.6%
Supply Chain Code Execution Framework Plugin
guardrails-ai CWE-94 78 5 ATLAS
CRITICAL

mamba: RCE via unsafe torch.load() on model load

CVE-2026-31239
9.8
EPSS 0.4%
Supply Chain Code Execution Framework Model
mamba-ssm CWE-502 25.2K 5 ATLAS
CRITICAL

Ludwig: RCE via unsafe pickle deserialization in model serve

CVE-2026-31238
9.8
EPSS 0.5%
Code Execution Supply Chain Framework Model Inference
ludwig CWE-502 25.2K 4 ATLAS
CRITICAL

ART: torch.load() RCE via insecure deserialization

CVE-2026-31229
9.8
EPSS 0.6%
Supply Chain Code Execution Framework Model
4 ATLAS
CRITICAL EXPLOIT AVAIL

openclaude: sandbox bypass allows host-level RCE

CVE-2026-42074
--
EPSS 0.6%
Prompt Injection Code Execution Auth Bypass Agent Framework Plugin
openclaude Patch: 0.5.1 CWE-284 6.1K 6 ATLAS
CRITICAL

torch-checkpoint: unsafe pickle deserialization RCE

CVE-2026-31214
9.8
EPSS 0.5%
Code Execution Supply Chain Model Training Data
4 ATLAS
CRITICAL EXPLOIT AVAIL

Flowise: SSRF in agent tools bypasses security wrapper

CVE-2026-43995
9.8
EPSS 0.4%
Code Execution Data Extraction Auth Bypass Agent Framework Plugin
flowise 5 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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