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.

Each CVE is enriched with
  • CVSS severity
  • EPSS exploit probability
  • Exploitation confidence
  • AI-component classification
  • Compliance mappings
4,330

AI/ML CVEs Tracked

535

Critical

107

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 4330 results
MEDIUMEXPLOIT AVAIL

LobeChat: XSS-to-RCE via exposed Electron IPC

CVE-2026-42045
6.2
EPSS 0.3%
Code ExecutionPrompt InjectionSocial EngineeringAPIAgent
@lobehub/lobehubCWE-781.8K6 ATLAS
LOWEXPLOIT AVAIL

Langchain-Chatchat: predictable file IDs leak uploaded files

CVE-2026-7847
2.6
EPSS 0.2%
Data ExtractionPrivacy ViolationFrameworkAPI
langchain-chatchatCWE-3103.2K4 ATLAS
MEDIUMEXPLOIT AVAIL

jupyter-server: auth cookie survives password reset

CVE-2026-40934
6.8
EPSS 0.3%
Auth BypassData ExtractionFrameworkAPI
jupyter-serverPatch: 2.18.0CWE-6131.9K4 ATLAS
HIGH

Jupyter Server: CORS bypass via regex anchor omission

CVE-2026-40110
7.1
EPSS 0.3%
Auth BypassCode ExecutionData ExtractionFrameworkAPI
jupyter-serverPatch: 2.18.0CWE-7771.9K4 ATLAS
HIGHEXPLOIT AVAIL

Jupyter Server: path traversal leaks sibling directories

CVE-2026-35397
7.1
EPSS 0.6%
Data ExtractionPrivacy ViolationFramework
jupyter-serverPatch: 2.18.0CWE-221.9K4 ATLAS
MEDIUMEXPLOIT AVAIL

jupyter-server: Open redirect enables credential phishing

CVE-2025-61669
--
EPSS 0.2%
Social EngineeringAuth BypassFrameworkAPI
jupyter-serverPatch: 2.18.0CWE-6011.9K5 ATLAS
LOWEXPLOIT AVAIL

Langchain-Chatchat: TOCTOU race allows silent file overwrite

CVE-2026-7846
2.6
EPSS 0.2%
Supply ChainModel PoisoningAPIRAGFramework
langchain-chatchatCWE-3623.2K4 ATLAS
LOWEXPLOIT AVAIL

Langchain-Chatchat: weak image hash allows integrity bypass

CVE-2026-7845
2.6
EPSS 0.1%
Adversarial ExamplesSupply ChainFrameworkInference
langchain-chatchatCWE-3273.2K4 ATLAS
MEDIUMEXPLOIT AVAIL

Langchain-Chatchat: auth bypass on file service endpoints

CVE-2026-7844
6.3
EPSS 0.3%
Auth BypassData ExtractionFrameworkRAG
CWE-2875 ATLAS
MEDIUM

OpenClaw: symlink traversal exposes host filesystem

CVE-2026-43570
6.5
EPSS 0.3%
Supply ChainData ExtractionAgentPlugin
openclawPatch: 2026.4.5CWE-6134 ATLAS1 incident
MEDIUM

openclaw: auth bypass exposes Gateway bootstrap config

GHSA-93rg-2xm5-2p9v
--
Auth BypassData LeakageAgentAPI
openclawPatch: 2026.4.22CWE-28734 ATLAS1 incident
MEDIUM

openclaw: TOCTOU race allows out-of-sandbox file read

GHSA-5h3g-6xhh-rg6p
--
Data ExtractionPrivacy ViolationAgentPlugin
openclawPatch: 2026.4.22CWE-36734 ATLAS1 incident
HIGH

openclaw: TOCTOU sandbox escape via symlink swap

GHSA-wppj-c6mr-83jj
--
Code ExecutionSupply ChainAuth BypassAgentPlugin
openclawPatch: 2026.4.22CWE-36734 ATLAS1 incident
MEDIUM

OpenClaw: exec allowlist bypass allows hidden shell code

GHSA-x3h8-jrgh-p8jx
--
Code ExecutionAuth BypassAgentPlugin
openclawPatch: 2026.4.22CWE-20034 ATLAS1 incident
HIGH

openclaw: MCP owner-context spoofing, privilege escalation

GHSA-r6xh-pqhr-v4xh
--
Auth BypassCode ExecutionAgentFramework
openclawPatch: 2026.4.22CWE-28434 ATLAS1 incident
MEDIUM

OpenClaw: .env injection redirects connector endpoints

GHSA-55cf-xx38-4p9p
--
Supply ChainAuth BypassData ExtractionAgentPlugin
openclawPatch: 2026.4.22CWE-42734 ATLAS1 incident
MEDIUM

openclaw: ACP child session security envelope bypass

GHSA-q3jj-46pq-826r
--
Auth BypassCode ExecutionAgentFramework
openclawPatch: 2026.4.22CWE-27734 ATLAS1 incident
MEDIUM

openclaw: SSRF bypass via Zalo plugin photo URLs

GHSA-2hh7-c75g-qj2r
--
Auth BypassData ExtractionAgentPlugin
openclawPatch: 2026.4.22CWE-91833 ATLAS1 incident
MEDIUM

OpenClaw: sender allowlist bypass via Slack thread context

CVE-2026-41358
5.4
EPSS 0.1%
Auth BypassPrompt InjectionData LeakageAgentPlugin
openclawPatch: 2026.4.2CWE-34634 ATLAS1 incident
CRITICAL

Ollama: heap OOB read leaks API keys and chat data

CVE-2026-7482
9.1
EPSS 2.2%
Data ExtractionData LeakageAuth BypassInferenceModel
ollama1.9K5 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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