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
3,019

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 3019 results
HIGH EXPLOIT AVAIL

Ray: RCE via pickle/torch deserialization in WebDataset

CVE-2026-57516
8.8
EPSS 0.6%
Supply Chain Code Execution Training Data Framework
ray Patch: 2.56.0 CWE-502 619 4 ATLAS
MEDIUM EXPLOIT AVAIL

Keras: incomplete fix reopens HDF5 arbitrary file read

CVE-2026-12480
5.5
EPSS 0.1%
Data Leakage Supply Chain Privacy Violation Model Training Data
keras Patch: 3.12.3 CWE-73 1.5K 4 ATLAS
MEDIUM

Kibana: sensitive headers leaked via APM logs

CVE-2026-49088
4.4
EPSS 0.2%
Data Leakage Privacy Violation API
CRITICAL

Feast: unauth file write to RCE via /save-document

CVE-2026-23537
9.1
EPSS 0.6%
Auth Bypass Code Execution DoS API Training Data
rhoai/odh-workbench-jupyter-datascience-cpu-py312-rhel9 1.9K 3 ATLAS
UNKNOWN EXPLOIT AVAIL

ClearML: path traversal in zip extraction enables RCE

CVE-2026-8387
--
EPSS 0.4%
Code Execution Supply Chain Framework Training Data Model
allegroai/clearml 25 5 ATLAS
HIGH SCANNER

WPBot: unauthenticated stored XSS via chatbot conversation field

CVE-2026-13731
7.2
EPSS 0.7%
Code Execution Auth Bypass Plugin Agent
wpbot CWE-79 1 ATLAS
HIGH EXPLOIT AVAIL

picklescan: scanner bypass enables pickle RCE

CVE-2025-71374
8.1
EPSS 0.6%
Supply Chain Code Execution Model
picklescan CWE-502 3 4 ATLAS
HIGH EXPLOIT AVAIL

picklescan: malicious pickle bypasses RCE scan

CVE-2025-71371
8.1
EPSS 0.5%
Code Execution Supply Chain Model
picklescan CWE-502 3 4 ATLAS
HIGH EXPLOIT AVAIL

picklescan: scan bypass lets malicious pickles hit RCE

CVE-2025-71368
8.1
EPSS 0.8%
Supply Chain Code Execution Model
picklescan CWE-502 3 4 ATLAS
HIGH EXPLOIT AVAIL

picklescan: scanner bypass enables pickle RCE

CVE-2025-71363
8.1
EPSS 0.6%
Supply Chain Code Execution Model Inference
picklescan CWE-502 3 4 ATLAS
UNKNOWN EXPLOIT AVAIL

Picklescan: NumPy gadget bypass enables pickle RCE

CVE-2025-71355
--
EPSS 0.6%
Supply Chain Code Execution Model Framework
picklescan CWE-184 3 5 ATLAS
HIGH EXPLOIT AVAIL

picklescan: RCE bypass via trace.Trace.runctx

CVE-2025-71352
8.1
EPSS 0.6%
Supply Chain Code Execution Model
picklescan CWE-693 3 4 ATLAS
HIGH EXPLOIT AVAIL

picklescan: scanner bypass enables pickle RCE

CVE-2025-71350
8.1
EPSS 0.4%
Supply Chain Code Execution Model Training Data
torch CWE-502 24.2K 5 ATLAS
HIGH EXPLOIT AVAIL

picklescan: bypass allows undetected pickle RCE

CVE-2025-71349
8.1
EPSS 0.6%
Supply Chain Code Execution Model
picklescan CWE-502 3 4 ATLAS
MEDIUM

n8n: AST validator bypass leaks env vars in Python node

CVE-2026-56777
5.0
EPSS 0.2%
Code Execution Data Leakage Agent Plugin
n8n CWE-184 16 4 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: SSRF in web retrieval hits internal services

CVE-2026-56399
5.0
EPSS 0.3%
Auth Bypass Code Execution Data Leakage RAG API
open-webui 4 3 ATLAS
MEDIUM

n8n: stored XSS in Chat Trigger Custom CSS field

CVE-2026-56356
5.4
EPSS 0.2%
Code Execution Social Engineering Agent Plugin
n8n CWE-79 16 2 ATLAS
MEDIUM

n8n: authenticated users can disable SSO enforcement via API

CVE-2026-56350
6.3
EPSS 0.3%
Auth Bypass Agent Framework
n8n CWE-285 16 3 ATLAS
CRITICAL

Flowise: hardcoded default secret enables session forgery

CVE-2026-56278
9.1
EPSS 0.4%
Auth Bypass Code Execution Agent Framework
Flowise CWE-798 5 ATLAS
UNKNOWN

Flowise: wildcard CORS on TTS endpoint abuses creds

CVE-2026-56277
--
EPSS 0.1%
Auth Bypass Data Leakage Agent Plugin API
Flowise CWE-346 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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