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
3,628

AI/ML CVEs Tracked

484

Critical

99

New This Week

25

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 1042 results — High severity, no patch
HIGH

Langflow: AST code scanner bypass enables auth'd RCE

CVE-2026-17632
8.8
EPSS 0.7%
Code Execution Framework Agent Plugin
langflow CWE-94 2 ATLAS
HIGH

Langflow: authenticated RCE via unsafe module imports

CVE-2026-17624
8.8
EPSS 0.4%
Code Execution Framework Agent
langflow CWE-94 3 ATLAS
HIGH

Langflow: broken access control enables cache poisoning

CVE-2026-10547
8.1
EPSS 0.2%
Auth Bypass DoS Framework Agent
langflow CWE-284 3 ATLAS
HIGH

Langflow: SSRF in Ollama config hits internal hosts

CVE-2026-9081
7.1
EPSS 0.2%
Data Leakage Framework Agent
Langflow OSS 3 ATLAS
HIGH

Langflow: RCE via authenticated OS command injection

CVE-2026-17625
7.2
EPSS 0.8%
Code Execution Framework Agent
Langflow OSS 2 ATLAS
HIGH

Langflow: MCP config write bypasses localhost restriction

CVE-2026-9077
8.5
EPSS 0.3%
Auth Bypass Supply Chain Code Execution Agent Framework Plugin
langflow CWE-807 3 ATLAS
HIGH

Langflow: OAuth auth bypass on MCP composer endpoint

CVE-2026-8446
7.5
EPSS 0.3%
Auth Bypass Data Leakage Framework Agent
langflow CWE-306 2 ATLAS
HIGH

Langflow: RCE via improper config parameter validation

CVE-2026-17630
8.8
EPSS 0.4%
Code Execution Framework Agent
langflow CWE-184 3 ATLAS
HIGH

Langflow: Docker MCP volume-mount flaw exposes host files

CVE-2026-17626
8.8
EPSS 0.3%
Code Execution Data Leakage Framework Agent Plugin
langflow CWE-266 3 ATLAS
HIGH

Langflow: MCP config command injection allows RCE

CVE-2026-17623
8.8
EPSS 1.0%
Code Execution Auth Bypass Agent Framework Plugin
langflow CWE-78 4 ATLAS
HIGH EXPLOIT AVAIL

Mistral Vibe: RCE via malicious git fsmonitor hook

CVE-2026-67623
8.8
EPSS 0.5%
Code Execution Supply Chain Agent
mistral-vibe 492 4 ATLAS
HIGH

peft: unsafe torch.load in LoRA-GA/CorDA allows RCE

CVE-2026-71281
8.8
EPSS 0.3%
Supply Chain Code Execution Framework Training Data
peft 744 4 ATLAS
HIGH

MLflow AI Gateway: SSRF via unvalidated api_base

CVE-2026-71211
7.1
EPSS 0.3%
Data Leakage Auth Bypass API Framework Inference
mlflow CWE-918 690 3 ATLAS
HIGH SCANNER

AIWU WP Plugin: unauth leak of stored OpenAI keys

CVE-2026-6639
7.5
EPSS 0.4%
Data Leakage Auth Bypass Data Extraction Plugin API
CWE-862 3 ATLAS
HIGH

Pterodactyl Wings: SFTP handshake DoS via Go panic

CVE-2026-52856
7.5
EPSS 0.3%
DoS Framework
CWE-129
HIGH

Google mcp-toolbox: BigQuery allowedDatasets bypass

CVE-2026-14538
7.7
EPSS 0.2%
Auth Bypass Data Extraction Data Leakage Agent Plugin API
3 ATLAS
HIGH

MeshCentral: origin-check bypass lets attackers hijack admin sessions

CVE-2026-66420
8.8
EPSS 0.2%
Auth Bypass Data Leakage Code Execution Agent
openclaw-dashboard 3 4 ATLAS
HIGH

Langflow: IDOR exposes/poisons cross-tenant RAG vectors

CVE-2026-13444
8.1
EPSS 0.2%
Auth Bypass Data Leakage Privacy Violation Framework RAG Plugin
langflow CWE-520 3 ATLAS
HIGH

Langflow: IDOR exposes/manipulates other users' builds

CVE-2026-12945
7.1
EPSS 0.2%
Auth Bypass Data Leakage Framework Agent
langflow CWE-639 2 ATLAS
HIGH

Langflow: path traversal exposes arbitrary server files

CVE-2026-12942
7.5
EPSS 0.4%
Data Leakage Data Extraction Framework Agent
Langflow OSS CWE-22 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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