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 400 results — Medium severity, has patch
MEDIUM

Streamlit: SSRF leaks NTLMv2 creds via UNC path

CVE-2026-33682
4.7
EPSS 0.3%
Data Leakage Auth Bypass Framework
Streamlit Patch: 1.54.0 CWE-918 3.0K 4 ATLAS
MEDIUM

n8n: LDAP injection enables auth bypass in workflows

CVE-2026-33751
4.8
EPSS 0.2%
Auth Bypass Data Extraction Agent Framework
n8n Patch: 1.123.27 CWE-90 16 3 ATLAS
MEDIUM

n8n: secrets vault bypass exposes credentials to low-priv users

CVE-2026-33722
5.3
EPSS 0.3%
Auth Bypass Data Extraction Data Leakage Agent Framework API
n8n Patch: 1.123.23 CWE-863 16 5 ATLAS
MEDIUM

n8n: OAuth state forgery hijacks user credentials

CVE-2026-33720
4.2
EPSS 0.2%
Auth Bypass Social Engineering Data Extraction Agent Framework API
n8n Patch: 2.8.0 CWE-863 16 6 ATLAS
MEDIUM

n8n: uninitialized buffer leaks secrets via Task Runner

CVE-2026-27496
6.5
EPSS 0.3%
Data Leakage Data Extraction Agent Framework
n8n Patch: 1.123.22 CWE-908 16 4 ATLAS
MEDIUM

fickling: Allowlist Bypass evades input filtering

GHSA-5cxw-w2xg-2m8h
--
Supply Chain Data Extraction Code Execution Framework Model Training Data
fickling Patch: 0.1.10 CWE-184 61 5 ATLAS
MEDIUM

fickling: Allowlist Bypass evades input filtering

GHSA-r48f-3986-4f9c
--
Data Extraction Code Execution Auth Bypass Framework
fickling Patch: 0.1.10 CWE-184 61 5 ATLAS
MEDIUM

langgraph: Deserialization enables RCE

CVE-2026-28277
6.8
EPSS 4.9%
Code Execution Data Leakage Supply Chain Framework Agent
langgraph Patch: 1.0.10 CWE-502 3.7K 5 ATLAS
MEDIUM

langgraph-checkpoint: Deserialization enables RCE

CVE-2026-27794
6.6
EPSS 0.7%
Code Execution Supply Chain Framework Agent
langgraph-checkpoint Patch: 4.0.0 CWE-502 3.7K 4 ATLAS
MEDIUM

fickling: Allowlist Bypass evades input filtering

GHSA-mhc9-48gj-9gp3
--
Supply Chain Code Execution Framework Model
fickling Patch: 0.1.8 CWE-184 61 7 ATLAS
MEDIUM EXPLOIT AVAIL

ray: Missing Auth allows unauthenticated access

CVE-2026-27482
5.9
EPSS 0.3%
Auth Bypass DoS Framework Inference
ray Patch: 2.54.0 CWE-306 619 4 ATLAS
MEDIUM

pydantic-ai: Path Traversal enables file access

CVE-2026-25640
5.4
EPSS 0.3%
Code Execution Data Extraction Framework Agent
pydantic-ai-slim Patch: 1.51.0 CWE-22 483 5 ATLAS
MEDIUM

sagemaker: security flaw enables exploitation

CVE-2026-1778
5.9
EPSS 0.2%
Supply Chain Code Execution Inference Framework
sagemaker Patch: 3.1.1 CWE-295 50 5 ATLAS
MEDIUM

picklescan: Deserialization enables RCE

GHSA-m7j5-r2p5-c39r
--
Supply Chain DoS Code Execution Framework Model Training Data
picklescan Patch: 1.0.1 CWE-502 3 4 ATLAS
MEDIUM EXPLOIT AVAIL

llama-index-core: DoS causes service disruption

CVE-2025-6208
5.3
EPSS 0.4%
DoS Framework RAG
llama-index-core Patch: 0.12.41 CWE-400 1.2K 4 ATLAS
MEDIUM

chainlit: IDOR enables unauthorized data access

CVE-2025-68492
4.2
EPSS 0.2%
Auth Bypass Data Leakage Framework Agent
chainlit Patch: 2.8.5 CWE-639 40 7 ATLAS
MEDIUM EXPLOIT AVAIL

monai: Path Traversal enables file access

CVE-2026-21851
5.3
EPSS 0.3%
Supply Chain Code Execution Framework
monai Patch: 1.5.2 CWE-22 116 4 ATLAS
MEDIUM

picklescan: Code Injection enables RCE

GHSA-6556-fwc2-fg2p
--
Supply Chain Code Execution Framework Model
picklescan Patch: 0.0.33 CWE-94 3 6 ATLAS
MEDIUM

picklescan: Code Injection enables RCE

GHSA-cffc-mxrf-mhh4
--
Supply Chain Code Execution Framework Model
picklescan Patch: 0.0.33 CWE-94 3 5 ATLAS
MEDIUM EXPLOIT AVAIL

local-deep-research: SSRF allows internal network access

CVE-2025-67743
6.3
EPSS 0.3%
Data Extraction Auth Bypass Framework API
local-deep-research Patch: 1.3.9 CWE-918 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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