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
3,021

AI/ML CVEs Tracked

424

Critical

114

New This Week

19

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 859 results — High severity, no patch
HIGH

OpenClaw: auth bypass enables owner command execution

CVE-2026-53828
8.8
EPSS 0.3%
Auth Bypass Code Execution Agent Framework
OpenClaw CWE-863 4 5 ATLAS 1 incident
HIGH

OpenClaw: privilege escalation via Slack display name spoofing

CVE-2026-53823
8.1
EPSS 0.2%
Auth Bypass Social Engineering Agent
OpenClaw CWE-290 4 4 ATLAS 1 incident
HIGH

OpenClaw: TOCTOU command injection bypasses allowlist

CVE-2026-53822
8.8
EPSS 1.0%
Code Execution Auth Bypass Agent Plugin
OpenClaw CWE-367 4 4 ATLAS 1 incident
HIGH

OpenClaw: auth bypass grants admin RPC via WebSocket

CVE-2026-53821
8.8
EPSS 0.3%
Auth Bypass Code Execution Agent Framework
OpenClaw CWE-862 4 4 ATLAS 1 incident
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 1.4K 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 1.4K 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 1.4K 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 1.4K 5 ATLAS
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
HIGH

Langflow: IDOR bypasses auth, exposes sensitive AI configs

CVE-2026-7787
8.1
EPSS 0.2%
Auth Bypass Data Extraction Framework Agent
langflow CWE-639 4 ATLAS
HIGH EXPLOIT AVAIL

vLLM: unauthenticated OOM DoS via video frame parsing

CVE-2026-5497
7.5
EPSS 0.5%
DoS Inference API
vllm CWE-400 130 3 ATLAS
HIGH

Xibo CMS: Stored XSS + iframe sandbox escape via DataSet

CVE-2026-42558
7.6
EPSS 0.1%
Code Execution Auth Bypass Data Extraction Framework
CWE-79 5 ATLAS
HIGH

Linux Xe iGPU: cache-bypass leaks cross-process stale data

CVE-2026-46309
7.0
EPSS 0.1%
Data Leakage Privacy Violation Inference Model
3 ATLAS
HIGH EXPLOIT AVAIL

Flowise: mass-assignment allows cross-workspace takeover

CVE-2026-46480
8.8
EPSS 0.3%
Auth Bypass Data Extraction Agent Framework
flowise 4 ATLAS
HIGH EXPLOIT AVAIL

Flowise: mass assignment cross-workspace takeover

CVE-2026-46479
8.8
EPSS 0.3%
Auth Bypass Data Extraction Framework Agent
flowise 3 ATLAS
HIGH EXPLOIT AVAIL

Flowise: mass-assignment allows cross-workspace data takeover

CVE-2026-46478
8.8
EPSS 0.3%
Auth Bypass Data Leakage Model Poisoning Agent Framework RAG
flowise CWE-915 4 ATLAS
HIGH EXPLOIT AVAIL

Flowise: mass-assignment cross-workspace dataset takeover

CVE-2026-46477
8.8
EPSS 0.3%
Auth Bypass Data Extraction Data Leakage Agent Framework RAG
flowise CWE-915 5 ATLAS
HIGH EXPLOIT AVAIL

Flowise: mass assignment enables cross-workspace takeover

CVE-2026-46476
8.8
EPSS 0.3%
Auth Bypass Data Extraction Agent Framework
flowise CWE-915 4 ATLAS
HIGH EXPLOIT AVAIL

Flowise: mass-assignment enables workspace takeover

CVE-2026-46475
8.8
EPSS 0.3%
Auth Bypass Data Extraction Agent Framework
flowise 4 ATLAS
HIGH

Flowise: missing authz on vector store CRUD ops

CVE-2026-46444
8.8
EPSS 0.3%
Auth Bypass Data Extraction Data Leakage Agent RAG Framework
flowise CWE-862 5 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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