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
3,018

AI/ML CVEs Tracked

424

Critical

113

New This Week

19

In CISA KEV

Latest AI Security Threats

Showing 20 of 372 results — Active exploitation, has patch
LOW EXPLOIT AVAIL

Gradio: weak hash exposes audio cache to local users

CVE-2026-10783
2.5
EPSS 0.1%
Data Extraction Privacy Violation Framework Inference
gradio Patch: 6.15.1 CWE-327 669 3 ATLAS
UNKNOWN EXPLOIT AVAIL

Enterprise Gateway: YAML injection → K8s cluster takeover

CVE-2026-44182
--
EPSS 0.5%
Code Execution Auth Bypass Framework Inference
jupyter_enterprise_gateway Patch: 3.3.0 CWE-74 1.9K 4 ATLAS
UNKNOWN EXPLOIT AVAIL

Enterprise Gateway: SSTI allows full K8s cluster compromise

CVE-2026-44181
--
EPSS 0.7%
Code Execution Data Extraction Auth Bypass Framework Inference
jupyter_enterprise_gateway Patch: 3.3.0 CWE-1336 1.9K 6 ATLAS
CRITICAL EXPLOIT AVAIL

Jupyter Enterprise Gateway: root privilege bypass in Kubernetes

CVE-2026-44180
9.8
EPSS 0.6%
Auth Bypass Code Execution Framework Inference
jupyter_enterprise_gateway Patch: 3.3.0 CWE-20 1.9K 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-74 492 4 ATLAS
CRITICAL EXPLOIT AVAIL

transformers: trust_remote_code bypass enables RCE via model load

CVE-2026-5241
9.6
EPSS 0.5%
Supply Chain Code Execution Framework Model
transformers Patch: 5.5.0 CWE-829 9.0K 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-201 674 5 ATLAS
MEDIUM EXPLOIT AVAIL

MLflow: auth bypass exposes gateway secrets and keys

CVE-2026-3198
6.5
EPSS 0.2%
Auth Bypass Data Extraction Framework API
mlflow Patch: 3.11.0rc0 CWE-284 674 5 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
CRITICAL EXPLOIT AVAIL

praisonai-platform: member can escalate to workspace owner

CVE-2026-47413
9.6
EPSS 0.2%
Auth Bypass Data Extraction Agent Framework
praisonai-platform Patch: 0.1.4 CWE-269 1 5 ATLAS
MEDIUM EXPLOIT AVAIL

PraisonAI: auth bypass allows workspace settings injection

CVE-2026-47411
6.5
EPSS 0.2%
Auth Bypass Data Extraction Agent API
praisonai-platform Patch: 0.1.4 CWE-269 1 4 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
CRITICAL EXPLOIT AVAIL

praisonai-platform: member-to-owner privilege escalation

CVE-2026-47416
9.6
EPSS 0.2%
Auth Bypass Data Extraction Agent Framework
praisonai-platform Patch: 0.1.4 CWE-269 1 4 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
HIGH EXPLOIT AVAIL

praisonai-platform: IDOR cross-workspace label tampering

CVE-2026-47414
7.6
EPSS 0.2%
Auth Bypass Data Extraction Privacy Violation Agent Framework
praisonai-platform Patch: 0.1.4 CWE-639 1 4 ATLAS
HIGH EXPLOIT AVAIL

praisonai-platform: IDOR enables cross-workspace data poisoning

CVE-2026-47406
8.1
EPSS 0.2%
Auth Bypass Data Extraction Agent API
praisonai-platform Patch: 0.1.4 CWE-639 1 4 ATLAS
CRITICAL EXPLOIT AVAIL

praisonai-platform: hardcoded JWT → full account takeover

CVE-2026-47410
9.8
EPSS 0.4%
Auth Bypass Data Extraction Agent Framework
praisonai-platform Patch: 0.1.4 CWE-321 1 4 ATLAS
HIGH EXPLOIT AVAIL

PraisonAI Platform: member self-promotes to workspace owner

CVE-2026-47405
8.8
EPSS 0.3%
Auth Bypass Data Leakage Agent Framework
praisonai-platform Patch: 0.1.4 CWE-284 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.

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