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

101

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

Velociraptor: VQL injection via notebook backup restore

CVE-2026-19584
7.7
EPSS 0.2%
Code Execution Auth Bypass Framework
HIGH

functype-mcp-server: RCE via unsanitized pnpm install

CVE-2026-59176
7.8
Supply Chain Code Execution Agent Plugin
CWE-829 6 ATLAS
HIGH

Chainlit: path traversal via sessionId wipes directories

CVE-2026-86099
8.2
EPSS 0.4%
DoS Auth Bypass Framework
chainlit 41 2 ATLAS
HIGH EXPLOIT AVAIL

SiYuan: stored XSS in notebook template paths

CVE-2026-87811
7.3
EPSS 0.2%
Code Execution Data Leakage Plugin
1 ATLAS
HIGH

WPBot: unauth stored XSS in chatbot conversation field

CVE-2026-83593
7.2
EPSS 0.3%
Auth Bypass Code Execution Data Leakage Plugin Agent
WPBot – AI ChatBot for Live Support, Lead Generation, AI Services CWE-79 1 ATLAS
HIGH

InsydeH2O: BIOS memory corruption enables local RCE

CVE-2026-12855
8.2
EPSS 0.1%
Code Execution Inference
InsydeH2O 27
HIGH

InsydeH2O UEFI: BIOS Shell allows Secure Boot bypass

CVE-2026-6485
8.2
EPSS 0.1%
Auth Bypass Code Execution Inference
InsydeH2O 27
HIGH

Craft CMS: authenticated RCE via Yii2 behavior injection

CVE-2026-86730
8.8
EPSS 0.4%
Code Execution Auth Bypass Framework
1 ATLAS
HIGH EXPLOIT AVAIL

Pterodactyl Panel: subuser escalation to console RCE

CVE-2026-86177
8.8
EPSS 0.3%
Auth Bypass Code Execution Framework
CWE-862
HIGH

Langflow: IDOR leaks and poisons workflow history

CVE-2026-17627
7.1
EPSS 0.2%
Auth Bypass Data Leakage Framework Agent
langflow CWE-639 3 ATLAS
HIGH

Langflow: chat attachment path traversal leaks server secrets

CVE-2026-19306
7.7
EPSS 0.4%
Data Leakage Privacy Violation Auth Bypass Framework Agent Plugin
langflow CWE-22 3 ATLAS
HIGH

Langflow: SSRF flaw exposes internal/cloud metadata

CVE-2026-19305
7.5
EPSS 0.3%
Data Leakage Auth Bypass Framework Agent
langflow CWE-918 2 ATLAS
HIGH

Langflow: SSRF via URL parser bypass exposes internal services

CVE-2026-19304
7.7
EPSS 0.3%
Data Leakage Data Extraction Framework Agent
langflow CWE-918 2 ATLAS
HIGH

Langflow: path traversal enables arbitrary file deletion

CVE-2026-19303
8.1
EPSS 0.4%
DoS Framework Agent
langflow CWE-22 1 ATLAS
HIGH

Langflow: leaky credential fields expose secrets

CVE-2026-19300
7.5
EPSS 0.4%
Data Leakage Privacy Violation Framework Agent
langflow 3 ATLAS
HIGH

Langflow: auth bypass in flow build enables RCE

CVE-2026-19298
8.8
EPSS 0.5%
Auth Bypass Code Execution Framework Agent
langflow CWE-94 3 ATLAS
HIGH

ms-swift: unauth SSRF via multimodal media URLs

CVE-2026-85686
7.5
EPSS 0.3%
Code Execution Data Leakage Inference API
ms-swift CWE-918 6 2 ATLAS
HIGH EXPLOIT AVAIL

LLaMA-Factory: SSRF guard bypass via redirect/DNS rebind

CVE-2026-85673
7.5
EPSS 0.4%
Auth Bypass Data Extraction API Inference
llama-factory CWE-918 3 ATLAS
HIGH EXPLOIT AVAIL

OGX/Llama Stack: SSRF via MCP tool server_url

CVE-2026-85666
7.5
EPSS 0.4%
Data Leakage Auth Bypass Agent API Plugin
llama-stack CWE-918 13 3 ATLAS
HIGH

Ollama: SSRF via unvalidated model-pull redirects

CVE-2026-85180
7.5
EPSS 0.3%
Supply Chain Data Leakage Inference Model
ollama CWE-918 1.8K 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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