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
2,385

AI/ML CVEs Tracked

337

Critical

390

New This Week

18

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 843 results — Medium severity
MEDIUM EXPLOIT AVAIL

gradio: Weak Credentials allow account compromise

CVE-2026-27167
5.9
EPSS 0.5%
Supply Chain Model Poisoning Code Execution Framework Agent API
gradio CWE-522 685 8 ATLAS
MEDIUM

n8n: XSS enables session hijacking

CVE-2026-27578
5.4
EPSS 0.2%
Prompt Injection Data Extraction Code Execution Agent RAG API
n8n CWE-79 10 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 3.3K 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 58 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-306 873 4 ATLAS
MEDIUM

OpenClaw: path traversal allows arbitrary file write

CVE-2026-26972
6.7
EPSS 0.2%
Code Execution Data Leakage Agent Plugin
openclaw CWE-22 4 3 ATLAS 1 incident
MEDIUM

OpenClaw: UI deception enables arbitrary command execution

CVE-2026-26320
6.5
EPSS 0.4%
Social Engineering Code Execution Agent
openclaw CWE-451 4 5 ATLAS 1 incident
MEDIUM

ffmpeg: security flaw enables exploitation

CVE-2025-12343
5.5
EPSS 0.1%
Code Execution Auth Bypass DoS Framework RAG Model
5 ATLAS
MEDIUM

langchain_community: SSRF allows internal network access

CVE-2026-26019
4.1
EPSS 0.4%
Data Extraction Framework RAG Agent
langchain_community CWE-918 2.7K 8 ATLAS
MEDIUM

GnuTLS: TLS cert parsing DoS hits vllm inference

CVE-2025-14831
5.3
EPSS 0.6%
DoS Inference
rhaiis/vllm-cuda-rhel9 130 3 ATLAS
MEDIUM

n8n: Input Validation flaw enables exploitation

CVE-2026-25631
6.5
EPSS 0.3%
Code Execution Social Engineering Agent RAG API
n8n CWE-20 7 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-22 393 5 ATLAS
MEDIUM EXPLOIT AVAIL

OpenClaw: path traversal enables arbitrary file read

CVE-2026-25475
6.5
EPSS 0.7%
Data Extraction Privacy Violation Supply Chain Agent Plugin
openclaw CWE-22 4 5 ATLAS 1 incident
MEDIUM

n8n: XSS enables session hijacking

CVE-2026-25054
5.4
EPSS 0.2%
Auth Bypass Code Execution Data Extraction Agent Framework API
n8n CWE-79 7 ATLAS
MEDIUM

n8n: XSS enables session hijacking

CVE-2026-25051
5.4
EPSS 0.2%
Code Execution Auth Bypass Data Extraction Agent Framework API
n8n CWE-79 6 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 51 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

Menu Panel: session fixation enables session hijacking

CVE-2025-7014
5.7
EPSS 0.3%
Auth Bypass Data Extraction Framework
Menu Panel 479 3 ATLAS
MEDIUM

Menu Panel: IDOR auth bypass exposes confidential data

CVE-2025-7013
5.7
EPSS 0.3%
Auth Bypass Data Extraction API Framework
Menu Panel 479 3 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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