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 1321 results — High severity
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
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
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
HIGH

Froxlor: 2FA bypass via API grants full account access

GHSA-f9rx-7wf7-jr36
8.1
Auth Bypass Data Extraction Privacy Violation API Framework
froxlor/froxlor Patch: 2.3.7 CWE-287 499 4 ATLAS
HIGH EXPLOIT AVAIL

Froxlor: DNS zone injection via unsanitized TXT record

CVE-2026-41234
7.6
EPSS 0.3%
Data Extraction Supply Chain API Framework
froxlor/froxlor Patch: 2.3.7 CWE-74 499 4 ATLAS
HIGH EXPLOIT AVAIL

jupyter-server: CORS bypass enables arbitrary code execution

CVE-2026-6657
8.8
EPSS 0.2%
Auth Bypass Code Execution Framework
jupyter-server CWE-346 1.9K 5 ATLAS
HIGH EXPLOIT AVAIL

MLflow: AI Gateway leaks cloud credentials via env injection

CVE-2026-4035
7.7
EPSS 0.4%
Data Extraction Auth Bypass Code Execution Framework API Inference
mlflow Patch: 3.11.0 CWE-201 680 5 ATLAS
HIGH

LibreChat: IDOR enables cross-user API key hijacking

CVE-2026-31942
7.1
EPSS 0.2%
Auth Bypass Data Extraction API Framework
CWE-862 5 ATLAS
HIGH

PS4 BD-J: sandbox escape via malformed JAR file

CVE-2025-64390
7.4
EPSS 0.1%
Code Execution
2 ATLAS
HIGH EXPLOIT AVAIL

jupyter-server: path traversal exposes sibling dir files

CVE-2026-5422
8.1
EPSS 0.4%
Data Extraction Code Execution Framework Training Data
jupyter CWE-23 1.9K 4 ATLAS
HIGH EXPLOIT AVAIL

F5-TTS: path traversal enables arbitrary file write

CVE-2026-43624
8.2
EPSS 0.4%
Code Execution Supply Chain Training Data Framework
CWE-22 3 ATLAS
HIGH

AnomalyMatch: RCE via torch.load() unsafe deserialization

CVE-2026-38950
7.8
EPSS 0.1%
Code Execution Supply Chain Model Framework
3 ATLAS
HIGH EXPLOIT AVAIL

Poppler: PDF integer overflow enables heap RCE

CVE-2026-10118
7.8
EPSS 0.3%
Code Execution DoS Inference
rhaiis/vllm-spyre-rhel9 130 2 ATLAS
HIGH EXPLOIT AVAIL

praisonai-platform: member can wipe entire workspace

CVE-2026-47412
8.1
EPSS 0.3%
Auth Bypass Agent Framework
praisonai-platform Patch: 0.1.4 CWE-269 1 3 ATLAS
HIGH EXPLOIT AVAIL

praisonai-platform: IDOR exposes cross-workspace tenant data

CVE-2026-47415
8.3
EPSS 0.3%
Auth Bypass Data Extraction Privacy Violation Agent Framework
praisonai-platform Patch: 0.1.4 CWE-639 1 5 ATLAS
HIGH EXPLOIT AVAIL

praisonai-platform: IDOR enables cross-tenant comment exfil

CVE-2026-47417
8.1
EPSS 0.2%
Auth Bypass Data Extraction Social Engineering Agent Framework
praisonai-platform Patch: 0.1.4 CWE-639 1 5 ATLAS
HIGH EXPLOIT AVAIL

praisonai-platform: IDOR exposes cross-workspace projects

CVE-2026-47418
8.1
EPSS 0.3%
Auth Bypass Data Extraction Agent Framework
praisonai-platform Patch: 0.1.4 CWE-639 1 5 ATLAS
HIGH EXPLOIT AVAIL

praisonai-platform: auth bypass enables owner lockout

CVE-2026-47409
8.1
EPSS 0.3%
Auth Bypass Agent Framework
praisonai-platform Patch: 0.1.4 CWE-269 1 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.

Need deeper analysis?

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