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
2,411

AI/ML CVEs Tracked

348

Critical

292

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 1579 results — no patch
UNKNOWN

ChromaDB: tenant isolation bypass exposes all tenant data

CVE-2026-8828
--
EPSS 0.3%
Auth Bypass Data Extraction Data Leakage RAG API Framework
chromadb 1.2K 5 ATLAS
HIGH EXPLOIT AVAIL

ChromaDB: RCE via trust_remote_code in collection update

CVE-2026-45833
8.8
EPSS 0.3%
Code Execution Supply Chain RAG Framework
chromadb 1.2K 6 ATLAS
HIGH

ChromaDB: V1 auth bypass exposes all tenant collections

CVE-2026-45832
8.8
EPSS 0.3%
Auth Bypass Data Extraction RAG Framework
chromadb 1.2K 4 ATLAS
HIGH

ChromaDB: RBAC bypass enables cross-tenant data access

CVE-2026-45831
8.8
EPSS 0.2%
Auth Bypass Data Extraction Data Leakage RAG Framework
chromadb 1.2K 5 ATLAS
HIGH

ChromaDB: auth bypass exposes any tenant's collections

CVE-2026-45830
8.8
EPSS 0.3%
Auth Bypass Data Extraction Data Leakage RAG
chromadb 1.2K 5 ATLAS
UNKNOWN EXPLOIT AVAIL

QuestBot: resource exhaustion via unlimited ticket creation

CVE-2026-49347
--
EPSS 0.2%
DoS API
CWE-770 2 ATLAS
MEDIUM

Apache CXF: JWS signature bypass exposes JAX-RS APIs

CVE-2026-50634
6.5
EPSS 0.3%
Auth Bypass Data Extraction API Inference
CWE-347 3 ATLAS
HIGH

OpenClaw: RCE via workspace .env executable override

CVE-2026-53819
8.8
EPSS 0.3%
Supply Chain Code Execution Agent Plugin
OpenClaw CWE-426 4 4 ATLAS 1 incident
MEDIUM

OpenClaw: MCP loopback auth bypass enables policy evasion

CVE-2026-53818
6.6
EPSS 0.1%
Auth Bypass Code Execution Data Extraction Agent Plugin Framework
OpenClaw CWE-862 4 4 ATLAS 1 incident
HIGH

OpenClaw: locality spoof yields durable admin credentials

CVE-2026-53817
8.8
EPSS 0.3%
Auth Bypass Code Execution Agent
OpenClaw CWE-290 4 5 ATLAS 1 incident
HIGH

OpenClaw: node event forgery bypasses exec authorization

CVE-2026-53816
7.2
EPSS 0.3%
Auth Bypass Code Execution Agent Framework
OpenClaw CWE-862 4 3 ATLAS 1 incident
MEDIUM

OpenClaw: auth bypass exposes restricted channel messages

CVE-2026-53815
6.5
EPSS 0.2%
Auth Bypass Data Extraction Data Leakage Agent Framework
OpenClaw CWE-862 4 7 ATLAS 2 incidents
HIGH

OpenClaw: privilege escalation via hook-triggered MCP scope

CVE-2026-53814
8.3
EPSS 0.3%
Auth Bypass Code Execution Agent Plugin
OpenClaw CWE-266 4 5 ATLAS 2 incidents
HIGH

OpenClaw: path traversal enables RCE via memory-core artifacts

CVE-2026-53813
7.8
EPSS 0.1%
Supply Chain Code Execution Data Extraction Agent Framework
OpenClaw CWE-427 4 6 ATLAS 1 incident
HIGH

OpenClaw: SSRF bypasses private-network access controls

CVE-2026-53812
7.7
EPSS 0.2%
Auth Bypass Data Extraction Privacy Violation Agent Plugin
OpenClaw CWE-918 4 5 ATLAS 1 incident
HIGH

OpenClaw: privilege escalation via identity spoofing

CVE-2026-53811
8.8
EPSS 0.3%
Auth Bypass Data Extraction Agent
OpenClaw CWE-290 4 7 ATLAS 1 incident
HIGH

OpenClaw: extension metadata bypass enables agent RCE

CVE-2026-53810
8.8
EPSS 0.4%
Supply Chain Code Execution Agent Plugin
OpenClaw CWE-829 4 9 ATLAS 1 incident
LOW

OpenClaw: policy bypass exposes restricted tool access

CVE-2026-53809
3.8
EPSS 0.1%
Auth Bypass Agent Plugin
OpenClaw CWE-863 4 3 ATLAS 1 incident
MEDIUM

OpenClaw: approval bypass enables unauthorized skill changes

CVE-2026-53808
6.5
EPSS 0.2%
Auth Bypass Supply Chain Agent Plugin
OpenClaw CWE-863 4 5 ATLAS 2 incidents
HIGH

OpenClaw: auth bypass allows unauthorized command execution

CVE-2026-53807
8.8
EPSS 0.3%
Auth Bypass Code Execution Agent Framework
OpenClaw CWE-863 4 4 ATLAS 1 incident

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?

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