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
2,375

AI/ML CVEs Tracked

336

Critical

408

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 185 results — Critical severity, Active exploitation
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 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 KEV SCANNER

n8n: Input Validation flaw enables exploitation

CVE-2026-21858
10.0
EPSS 72.0%
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 21.3%
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 9.2%
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 EXPLOIT AVAIL

cai-framework: Command Injection enables RCE

CVE-2025-67511
9.6
EPSS 1.5%
Code Execution Prompt Injection Agent Framework
CWE-77 7 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
CRITICAL EXPLOIT AVAIL

mlflow: Path Traversal enables file access

CVE-2025-11201
9.8
EPSS 25.0%
Code Execution Auth Bypass Framework
mlflow CWE-22 655 6 ATLAS
CRITICAL EXPLOIT AVAIL

keras: Deserialization enables RCE

CVE-2025-49655
9.8
EPSS 0.7%
Code Execution Supply Chain Framework Model
keras Patch: 3.11.3 CWE-502 1.6K 5 ATLAS
CRITICAL EXPLOIT AVAIL

Flowise: path traversal in file tools leads to RCE

CVE-2025-61913
9.9
EPSS 11.9%
Code Execution Data Extraction Auth Bypass Agent Plugin Framework
flowise 6 ATLAS
CRITICAL EXPLOIT AVAIL SCANNER

Flowise: Unauthenticated RCE via MCP config injection

CVE-2025-59528
10.0
EPSS 90.2%
Code Execution Supply Chain Agent Framework Plugin
flowise 5 ATLAS
CRITICAL EXPLOIT AVAIL

Flowise Cloud: cross-tenant env var exposure leaks API keys

CVE-2025-59434
9.6
EPSS 3.1%
Data Extraction Auth Bypass Privacy Violation Framework API Agent
6 ATLAS
CRITICAL EXPLOIT AVAIL SCANNER

Flowise: auth bypass in reset flow allows full ATO

CVE-2025-58434
9.8
EPSS 50.1%
Auth Bypass Data Extraction Agent Framework
flowise 5 ATLAS
CRITICAL EXPLOIT AVAIL

langchaingo: Jinja2 SSTI allows host filesystem read

CVE-2025-9556
9.8
EPSS 0.7%
Code Execution Data Extraction Framework Agent
5 ATLAS
CRITICAL EXPLOIT AVAIL

n8n-workflows: path traversal in download_workflow endpoint

CVE-2025-55526
9.1
EPSS 0.8%
Data Extraction Auth Bypass Code Execution Agent Framework API
fastapi 5 ATLAS
CRITICAL EXPLOIT AVAIL

ExecuTorch: OOB read in model loader enables RCE

CVE-2025-54950
9.8
EPSS 0.6%
Code Execution Supply Chain Framework Model Inference
executorch Patch: 0.7.0 CWE-125 1 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.

Need deeper analysis?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

Start 14-Day Free Trial