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
3,018

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 668 results — High severity, Active exploitation
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
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
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
HIGH EXPLOIT AVAIL

LLaMA-Factory: RCE via malicious model path

CVE-2026-58116
8.8
EPSS 0.6%
Code Execution Supply Chain Framework Model Training Data
llama-factory CWE-94 4 ATLAS
HIGH EXPLOIT AVAIL

MLflow: missing authz in label schema CRUD API

CVE-2026-13484
8.8
EPSS 0.3%
Auth Bypass API Framework
CWE-862 2 ATLAS
HIGH EXPLOIT AVAIL

ZAP: insecure deserialization RCE via ViewState add-on

CVE-2026-57527
8.8
EPSS 0.5%
Code Execution Plugin
CWE-502
HIGH EXPLOIT AVAIL

picklescan: scanner bypass enables RCE via pickle supply chain

CVE-2025-71340
8.1
EPSS 0.3%
Supply Chain Code Execution Model Framework
picklescan CWE-502 3 5 ATLAS
HIGH EXPLOIT AVAIL

Flowise: password change fails to revoke sessions

CVE-2025-71335
8.1
EPSS 0.3%
Auth Bypass Data Leakage Agent Framework
Flowise CWE-613 4 ATLAS
HIGH EXPLOIT AVAIL

Flowise: unverified password change enables account takeover

CVE-2025-71328
8.3
EPSS 0.4%
Auth Bypass Data Extraction Agent Framework
Flowise CWE-620 3 ATLAS
HIGH EXPLOIT AVAIL

Flowise: path traversal leaks database unauthenticated

CVE-2025-71324
7.5
EPSS 0.4%
Data Extraction Auth Bypass Agent Framework
Flowise CWE-73 5 ATLAS
HIGH EXPLOIT AVAIL

Flowise: auth bypass exposes OAuth secrets in cleartext

CVE-2026-56270
7.5
EPSS 0.5%
Auth Bypass Data Extraction Data Leakage Agent Framework
Flowise CWE-306 5 ATLAS
HIGH EXPLOIT AVAIL

picklescan: scanner bypass allows RCE via pickle load

CVE-2025-71361
8.1
EPSS 0.3%
Supply Chain Code Execution Model Framework
picklescan CWE-95 3 4 ATLAS
HIGH EXPLOIT AVAIL

picklescan: scanner bypass enables arbitrary code execution

CVE-2025-71354
8.1
EPSS 0.3%
Supply Chain Code Execution Framework Model
picklescan CWE-502 3 5 ATLAS
HIGH EXPLOIT AVAIL

@rtk-ai/rtk-rewrite: RCE via shell injection in exec tool

CVE-2026-55249
8.8
EPSS 0.3%
Code Execution Prompt Injection Supply Chain Agent Plugin
openclaw 4 5 ATLAS
HIGH EXPLOIT AVAIL

Gogs LFS: cross-tenant object disclosure via dedupe bypass

CVE-2026-52812
--
EPSS 0.2%
Data Extraction Auth Bypass Training Data Model
gogs.io/gogs Patch: 0.14.3 CWE-345 2.9K 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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