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

113

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 3021 results
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
MEDIUM

Flowise: stored credentials exposed via API filter bug

CVE-2026-46443
6.5
EPSS 0.3%
Data Leakage Auth Bypass Agent Framework
flowise CWE-200 5 ATLAS
CRITICAL EXPLOIT AVAIL SCANNER

Flowise: sandbox escape enables authenticated RCE

CVE-2026-46442
9.9
EPSS 3.5%
Code Execution Auth Bypass Agent Framework
flowise CWE-94 5 ATLAS
CRITICAL EXPLOIT AVAIL

Flowise: mass assignment breaks multi-tenant isolation

CVE-2026-46441
9.6
EPSS 0.3%
Auth Bypass Data Extraction Agent Framework
flowise 4 ATLAS
CRITICAL EXPLOIT AVAIL

Flowise: plaintext auth brute-force, no rate limit

CVE-2026-46440
9.1
EPSS 0.3%
Auth Bypass Data Extraction Agent Framework
flowise CWE-522 5 ATLAS
HIGH

twig/twig: sandbox bypass leaks render context

CVE-2026-47732
--
EPSS 0.4%
Auth Bypass Data Extraction Supply Chain Framework API
twig/twig Patch: 3.26.0 CWE-20 6.3K 5 ATLAS
HIGH

skillctl: path traversal enables credential exfiltration

GHSA-wx3m-whqv-xv47
--
Supply Chain Data Extraction Privacy Violation Agent Plugin
skillctl Patch: 0.1.2 CWE-22 2 5 ATLAS
HIGH EXPLOIT AVAIL

praisonai-platform: IDOR enables cross-workspace agent read/write/delete

CVE-2026-47419
8.3
EPSS 0.3%
Auth Bypass Data Extraction Data Leakage Agent API
praisonai-platform Patch: 0.1.4 CWE-639 1 5 ATLAS
MEDIUM EXPLOIT AVAIL

mcp-server-kubernetes: flag injection steals K8s tokens

CVE-2026-47250
6.1
EPSS 0.3%
Prompt Injection Auth Bypass Data Extraction Agent Plugin
mcp-server-kubernetes Patch: 3.7.0 CWE-88 1 6 ATLAS
LOW

onnx-mlir: weak hash enables model cache poisoning

CVE-2026-11329
3.6
EPSS 0.1%
Supply Chain Model Poisoning Framework Inference
CWE-327 2 ATLAS
MEDIUM EXPLOIT AVAIL

OpenAI Atlas: XSS enables browser history exfiltration

CVE-2026-11326
--
EPSS 0.2%
Auth Bypass Data Extraction Privacy Violation Plugin API
5 ATLAS
CRITICAL

AVideo YPTSocket: Stored DOM XSS enables admin takeover

GHSA-8whc-2wmv-ww35
9.6
Auth Bypass Code Execution Data Extraction Plugin
WWBN/AVideo CWE-79 499 4 ATLAS
MEDIUM

OpenMeter: SQL injection leaks all-tenant metering data

CVE-2026-8462
--
EPSS 0.0%
Data Extraction Privacy Violation API Framework
github.com/openmeterio/openmeter Patch: 1.0.0-beta.228 CWE-89 6.3K 5 ATLAS
HIGH EXPLOIT AVAIL

Milvus: weak hash allows RBAC grantee impersonation

CVE-2026-10814
7.0
EPSS 0.1%
Auth Bypass Data Extraction Privacy Violation RAG Framework
milvus CWE-327 7 4 ATLAS
LOW EXPLOIT AVAIL

LMCache: weak hash enables KV cache integrity bypass

CVE-2026-10813
3.6
EPSS 0.1%
Data Leakage DoS Inference
lmcache CWE-327 130 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.

Need deeper analysis?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

Start 14-Day Free Trial