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

114

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 3021 results
MEDIUM EXPLOIT AVAIL

stable-diffusion.cpp: OOB read crash via crafted .ckpt file

CVE-2026-47748
5.5
EPSS 0.2%
Supply Chain DoS Model Inference
CWE-125 3 ATLAS
UNKNOWN

n8n: prototype pollution leaks cross-user workflow data

CVE-2026-54311
--
EPSS 0.3%
Data Extraction Privacy Violation Agent Framework
n8n Patch: 2.26.2 CWE-488 16 5 ATLAS
MEDIUM

n8n: webhook prototype pollution enables confused deputy

CVE-2026-54306
--
EPSS 0.3%
Auth Bypass Data Leakage Code Execution Agent Framework Plugin
n8n Patch: 2.26.2 CWE-1321 16 5 ATLAS
HIGH

n8n: XSS via CSP bypass steals user sessions

CVE-2026-54301
--
EPSS 0.2%
Auth Bypass Code Execution Data Extraction Agent Plugin Framework
n8n Patch: 1.123.55 CWE-79 16 6 ATLAS
MEDIUM

n8n: unauthed webhook bypass hijacks AI agent workflows

CVE-2026-54308
--
EPSS 0.3%
Auth Bypass Code Execution Data Extraction Agent Framework Plugin
n8n Patch: 2.26.2 CWE-290 16 5 ATLAS
HIGH

n8n: auth bypass lets read-only users execute workflows

GHSA-hv7x-3x78-gx53
7.4
Auth Bypass Code Execution Agent Framework
n8n Patch: 1.123.55 CWE-284 16 4 ATLAS
UNKNOWN

n8n: MongoDB query injection overwrites arbitrary documents

CVE-2026-54313
--
EPSS 0.3%
Auth Bypass Model Poisoning Data Leakage Agent Plugin RAG
n8n Patch: 2.24.0 CWE-89 16 5 ATLAS
HIGH EXPLOIT AVAIL

stable-diffusion.cpp: .ckpt heap overflow enables RCE

CVE-2026-47747
7.8
EPSS 0.2%
Supply Chain Code Execution Model Inference
4 ATLAS
HIGH EXPLOIT AVAIL

stable-diffusion.cpp: heap overflow via crafted .ckpt model

CVE-2026-47750
7.8
EPSS 0.2%
Supply Chain Code Execution Model Inference
5 ATLAS
UNKNOWN

n8n: SQL injection in Postgres nodes, CVSS 9.9

CVE-2026-54310
--
EPSS 0.4%
Code Execution Data Extraction Data Leakage Agent Plugin
n8n Patch: 2.26.2 CWE-89 16 5 ATLAS
UNKNOWN

n8n: Git node path traversal bypasses file sandbox

CVE-2026-49465
--
EPSS 0.5%
Data Extraction Auth Bypass Agent Plugin
n8n Patch: 1.123.48 CWE-22 16 5 ATLAS
UNKNOWN

n8n: Python sandbox escape enables container RCE

CVE-2026-49444
--
EPSS 0.4%
Code Execution Data Extraction Agent Framework Plugin
n8n Patch: 1.123.48 CWE-20 16 5 ATLAS
CRITICAL EXPLOIT AVAIL

vllm: auth bypass exposes OpenAI inference API

CVE-2026-48746
9.1
EPSS 1.2%
Auth Bypass DoS Data Extraction Inference API
vllm Patch: 0.22.0 CWE-444 130 6 ATLAS
MEDIUM EXPLOIT AVAIL

Langflow: unauth file read via Shareable Playground

CVE-2026-48520
6.1
EPSS 0.4%
Data Extraction Data Leakage Auth Bypass Framework Agent
langflow Patch: 1.10.0 CWE-73 5 ATLAS
CRITICAL EXPLOIT AVAIL

Langflow: unauthenticated RCE via Shareable Playground

CVE-2026-48519
9.6
EPSS 0.8%
Code Execution Auth Bypass Framework Agent
langflow Patch: 1.9.2 CWE-94 5 ATLAS
MEDIUM EXPLOIT AVAIL

Langflow: path traversal enables arbitrary file write

CVE-2026-42867
6.5
EPSS 0.3%
Code Execution Data Leakage Supply Chain Framework RAG
langflow Patch: 1.9.0 CWE-22 3 ATLAS
HIGH

vLLM: assert bypass → RCE via poisoned HuggingFace model

CVE-2026-41523
7.5
EPSS 0.7%
Supply Chain Code Execution Inference Model
vllm Patch: 0.22.0 CWE-94 130 5 ATLAS
HIGH EXPLOIT AVAIL

Langflow: IDOR exposes cross-user LLM data and deletion

CVE-2026-33760
8.8
EPSS 0.4%
Auth Bypass Data Extraction Privacy Violation Framework Agent
langflow Patch: 1.9.0 CWE-639 4 ATLAS
MEDIUM

LangChain: path traversal exposes files outside sandbox

GHSA-gr75-jv2w-4656
5.1
Data Extraction Auth Bypass Framework Agent
langchain-anthropic Patch: 1.4.6 CWE-22 3.0K 4 ATLAS
HIGH EXPLOIT AVAIL

NLTK: path traversal leaks arbitrary local files

CVE-2026-54293
7.5
EPSS 0.6%
Data Extraction Privacy Violation Framework
nltk Patch: 3.10.0 CWE-22 3.0K 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.

Need deeper analysis?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

Start 14-Day Free Trial