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

n8n: Code Injection enables RCE

CVE-2026-27577
9.9
EPSS 10.0%
Model Poisoning Code Execution Social Engineering Agent RAG API
n8n CWE-94 9 ATLAS
CRITICAL

n8n: Code Injection enables RCE

CVE-2026-27495
9.9
EPSS 0.7%
Code Execution Social Engineering Agent RAG API
n8n CWE-94 9 ATLAS
CRITICAL

n8n: security flaw enables exploitation

CVE-2026-27494
9.9
EPSS 0.4%
Code Execution Agent RAG API
n8n CWE-497 9 ATLAS
CRITICAL

n8n: Code Injection enables RCE

CVE-2026-27493
9.0
EPSS 1.3%
Code Execution Agent RAG API
n8n CWE-94 6 ATLAS
CRITICAL

mlflow: security flaw enables exploitation

CVE-2026-2635
9.8
EPSS 1.0%
Model Poisoning Code Execution Auth Bypass Framework RAG Model
mlflow Patch: 3.8.0rc0 CWE-1393 690 10 ATLAS
CRITICAL

semantic-kernel: Code Injection enables RCE

CVE-2026-26030
10.0
EPSS 3.8%
Code Execution Supply Chain Auth Bypass Framework Agent RAG
semantic-kernel Patch: 1.39.4 CWE-94 31 5 ATLAS
CRITICAL EXPLOIT AVAIL

smolagents: SSRF allows internal network access

CVE-2026-2654
9.8
EPSS 0.4%
Code Execution Data Extraction Auth Bypass Agent Framework Plugin
smolagents CWE-918 103 6 ATLAS
CRITICAL

Smart Panel: unauthenticated file upload enables RCE

CVE-2025-14014
9.8
EPSS 0.4%
Code Execution Auth Bypass Framework
Smart Panel 505 5 ATLAS
CRITICAL

semantic-kernel: Path Traversal enables file access

CVE-2026-25592
9.9
EPSS 2.5%
Code Execution Supply Chain Data Extraction Framework Agent Plugin
semantic-kernel Patch: 1.39.3 CWE-22 31 6 ATLAS
CRITICAL

n8n: Protection Bypass circumvents security controls

CVE-2026-25115
9.9
EPSS 0.5%
Code Execution Auth Bypass Data Extraction Agent Framework Plugin
n8n CWE-693 7 ATLAS
CRITICAL

n8n: Command Injection enables RCE

CVE-2026-25053
9.9
EPSS 0.6%
Code Execution Data Extraction Auth Bypass Agent Framework Plugin
n8n CWE-78 9 ATLAS
CRITICAL

n8n: security flaw enables exploitation

CVE-2026-25052
9.9
EPSS 0.3%
Auth Bypass Data Extraction Data Leakage Agent Framework API
n8n CWE-367 9 ATLAS
CRITICAL

n8n: security flaw enables exploitation

CVE-2026-25049
9.9
EPSS 1.5%
Code Execution Data Extraction Auth Bypass Agent Framework API
n8n CWE-913 8 ATLAS
CRITICAL SCANNER

vllm: security flaw enables exploitation

CVE-2026-22778
9.8
EPSS 3.8%
Code Execution Data Leakage Inference Framework API
vllm CWE-532 92 6 ATLAS
CRITICAL EXPLOIT AVAIL

langroid: Code Injection enables RCE

CVE-2026-25481
--
EPSS 0.7%
Code Execution Prompt Injection Auth Bypass Agent Framework Plugin
langroid Patch: 0.59.32 CWE-94 4 6 ATLAS
CRITICAL EXPLOIT AVAIL

cai-framework: Command Injection enables RCE

CVE-2026-25130
9.7
EPSS 0.9%
Prompt Injection Code Execution Agent Framework Plugin
CWE-78 9 ATLAS
CRITICAL EXPLOIT AVAIL

n8n: Code Injection enables RCE

CVE-2026-1470
9.9
EPSS 19.4%
Code Execution Auth Bypass Data Extraction Agent Framework Plugin
n8n CWE-95 9 ATLAS
CRITICAL EXPLOIT AVAIL

Kalrav: Arbitrary File Upload enables RCE

CVE-2025-13374
9.8
EPSS 1.2%
Code Execution Auth Bypass Data Extraction Plugin Agent API
CWE-434 8 ATLAS
CRITICAL

vllm: Code Injection enables RCE

CVE-2026-22807
9.8
EPSS 0.8%
Supply Chain Code Execution Framework Inference Model
vllm CWE-94 92 7 ATLAS
CRITICAL EXPLOIT AVAIL

n8n: Code Injection enables RCE

CVE-2026-0863
9.9
EPSS 9.4%
Code Execution Auth Bypass Data Extraction Agent Framework Plugin
n8n CWE-94 8 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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