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
2,390

AI/ML CVEs Tracked

342

Critical

360

New This Week

18

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 342 results — Critical severity
CRITICAL

n8n: security flaw enables exploitation

CVE-2026-25049
9.9
EPSS 1.2%
Code Execution Data Extraction Auth Bypass Agent Framework API
n8n CWE-913 8 ATLAS
CRITICAL

vllm: security flaw enables exploitation

CVE-2026-22778
9.8
EPSS 3.3%
Code Execution Data Leakage Inference Framework API
vllm CWE-532 130 6 ATLAS
CRITICAL EXPLOIT AVAIL

langroid: Code Injection enables RCE

CVE-2026-25481
--
EPSS 0.6%
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 0.8%
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 18.7%
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 1.1%
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 0.5%
Supply Chain Code Execution Framework Inference Model
vllm CWE-94 130 7 ATLAS
CRITICAL EXPLOIT AVAIL

n8n: Code Injection enables RCE

CVE-2026-0863
9.9
EPSS 8.5%
Code Execution Auth Bypass Data Extraction Agent Framework Plugin
n8n CWE-94 8 ATLAS
CRITICAL SCANNER

n8n: Code Injection enables RCE

CVE-2026-21877
9.9
EPSS 5.3%
Code Execution Auth Bypass Supply Chain Agent Framework Plugin
n8n CWE-94 9 ATLAS
CRITICAL KEV SCANNER

n8n: Input Validation flaw enables exploitation

CVE-2026-21858
10.0
EPSS 71.6%
Data Extraction Code Execution Auth Bypass Agent Framework API
n8n 6 ATLAS
CRITICAL EXPLOIT AVAIL SCANNER

langflow: Missing Auth allows unauthenticated access

CVE-2026-21445
9.1
EPSS 20.7%
Auth Bypass Data Extraction Privacy Violation Framework Agent API
langflow CWE-306 7 ATLAS
CRITICAL EXPLOIT AVAIL

n8n: Protection Bypass circumvents security controls

CVE-2025-68668
9.9
EPSS 12.7%
Code Execution Auth Bypass Agent Framework Plugin
n8n 6 ATLAS
CRITICAL EXPLOIT AVAIL

langchain.js: Deserialization enables RCE

CVE-2025-68665
9.1
EPSS 0.7%
Supply Chain Code Execution Data Extraction Framework Agent
langchain.js 2.7K 5 ATLAS
CRITICAL

smolagents: RCE via pickle deserialization in executor

CVE-2025-14931
10.0
EPSS 0.8%
Code Execution Supply Chain Agent Framework
smolagents CWE-502 93 5 ATLAS
CRITICAL

ollama: Missing Auth allows unauthenticated access

CVE-2025-63389
9.8
EPSS 0.6%
Auth Bypass Data Extraction Supply Chain Inference API Model
ollama 1.6K 9 ATLAS
CRITICAL EXPLOIT AVAIL

cai-framework: Command Injection enables RCE

CVE-2025-67511
9.6
EPSS 1.8%
Code Execution Prompt Injection Agent Framework
CWE-77 7 ATLAS
CRITICAL

ray: security flaw enables exploitation

CVE-2025-34351
--
EPSS 0.5%
Auth Bypass Code Execution Model Poisoning Framework Training Data Inference
ray CWE-304 873 8 ATLAS
CRITICAL KEV

ray: Code Injection enables RCE

CVE-2025-62593
--
EPSS 0.4%
Code Execution Auth Bypass Social Engineering Framework
ray Patch: 2.52.0 CWE-94 873 8 ATLAS
CRITICAL EXPLOIT AVAIL

mlx: security flaw enables exploitation

CVE-2025-62608
9.1
EPSS 0.5%
Supply Chain Code Execution Data Extraction Framework Training Data
mlx CWE-122 318 6 ATLAS
CRITICAL EXPLOIT AVAIL

keras: Path Traversal enables file access

CVE-2025-12060
9.8
EPSS 0.6%
Supply Chain Code Execution Framework Training Data
keras Patch: 3.12.0 CWE-22 1.6K 4 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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