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 2345 results — no patch
HIGH

Langflow: broken auth allows unauthorized flow execution

CVE-2026-18891
8.2
EPSS 0.3%
Auth Bypass Code Execution Data Leakage Framework Agent API
langflow CWE-287 4 ATLAS
HIGH EXPLOIT AVAIL

Langflow: authenticated RCE via unsafe code generation

CVE-2026-18729
8.8
EPSS 0.9%
Code Execution Auth Bypass Framework Agent
langflow CWE-94 3 ATLAS
MEDIUM

Langflow: SSRF lets authenticated users probe internal network

CVE-2026-18545
4.3
EPSS 0.2%
Auth Bypass Data Extraction Framework Agent
langflow CWE-918 2 ATLAS
MEDIUM EXPLOIT AVAIL

Chainlit: IDOR lets users tamper with others' feedback

CVE-2026-82290
5.3
EPSS 0.2%
Auth Bypass Framework Training Data
chainlit CWE-639 41 2 ATLAS
HIGH EXPLOIT AVAIL

SD WebUI: cmd-flags endpoint leaks creds cleartext

CVE-2026-82288
7.5
EPSS 0.3%
Data Leakage Auth Bypass API Inference
CWE-522 4 ATLAS
HIGH EXPLOIT AVAIL

Qwen-Agent: path traversal in doc parser leaks files

CVE-2026-82275
7.5
EPSS 0.4%
Data Extraction Data Leakage Agent Plugin
CWE-22 3 ATLAS
HIGH EXPLOIT AVAIL

Qwen-Agent: unauth SSRF via document URL parser

CVE-2026-82268
7.5
EPSS 0.3%
Data Extraction Data Leakage Agent Plugin
CWE-918 3 ATLAS
HIGH

vLLM: unbounded media URLs cause memory-exhaustion DoS

CVE-2026-37237
7.5
EPSS 0.5%
DoS Inference
vllm 92 3 ATLAS
MEDIUM

FFmpeg: heap overflow via crafted TDSC cursor in video

CVE-2026-18393
5.4
EPSS 0.3%
Code Execution DoS Inference
rhoai/odh-vllm-gaudi-rhel9 92 2 ATLAS
LOW EXPLOIT AVAIL

Roo-Code: cleartext OAuth callback leaks auth tokens

CVE-2026-81836
3.7
EPSS 0.2%
Data Leakage Auth Bypass Agent Plugin API
2 ATLAS
MEDIUM EXPLOIT AVAIL

crewai-tools: SQLi in NL2SQLTool allows DB compromise

CVE-2026-37009
6.5
EPSS 0.3%
Code Execution Data Extraction Agent Plugin
3 ATLAS
CRITICAL EXPLOIT AVAIL

crewai-tools: Path traversal in FileWriterTool enables RCE

CVE-2026-37007
9.8
EPSS 0.7%
Code Execution Supply Chain Agent Plugin Framework
4 ATLAS
HIGH

Spring AI: predictable ONNX cache path enables model swap

CVE-2026-47852
7.5
EPSS 0.2%
Supply Chain Code Execution Framework Model Inference
3 ATLAS
MEDIUM

Veno File Manager: unauth log disclosure via broken ACL

CVE-2026-37067
5.3
EPSS 0.2%
Data Leakage Auth Bypass Plugin
2 ATLAS
UNKNOWN

KubePi: broken cluster-scope check exposes MLOps clusters

CVE-2026-69129
--
EPSS 0.2%
Auth Bypass Data Leakage Inference Training Data
CWE-639 1 ATLAS
UNKNOWN

KubePi: exposed SSO config API enables takeover

CVE-2026-65956
--
EPSS 0.4%
Auth Bypass Privacy Violation Inference
CWE-306 1 ATLAS
HIGH EXPLOIT AVAIL

Penpot: stored XSS in comments enables session takeover

CVE-2026-47665
8.7
EPSS 0.3%
Code Execution Data Leakage Framework
CWE-79
HIGH EXPLOIT AVAIL

Pterodactyl Wings: SFTP quota bypass causes node-wide DoS

CVE-2026-61617
7.7
EPSS 0.2%
DoS Inference
CWE-400 1 ATLAS
CRITICAL EXPLOIT AVAIL

Cohere North AI: file upload flaw enables RCE

CVE-2025-61165
9.8
EPSS 0.4%
Code Execution Agent RAG
3 ATLAS
HIGH EXPLOIT AVAIL

Cohere North: WebSocket leak exposes session data

CVE-2025-61164
7.5
EPSS 0.3%
Data Leakage Auth Bypass Agent API
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.

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