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
2,388

AI/ML CVEs Tracked

342

Critical

358

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 1024 results — High severity
HIGH EXPLOIT AVAIL

gradio: SSRF allows internal network access

CVE-2026-28416
8.6
EPSS 0.3%
Data Extraction Code Execution Framework Model Training Data
gradio CWE-918 685 9 ATLAS
HIGH EXPLOIT AVAIL SCANNER

gradio: security flaw enables exploitation

CVE-2026-28414
7.5
EPSS 3.1%
Code Execution Data Extraction Framework API Model
gradio CWE-36 685 9 ATLAS
HIGH

n8n: Code Injection enables RCE

CVE-2026-27498
8.8
EPSS 0.7%
Model Poisoning Code Execution Agent RAG API
n8n CWE-94 10 ATLAS
HIGH

n8n: SQL Injection exposes database

CVE-2026-27497
8.8
EPSS 0.8%
Model Poisoning Code Execution Agent RAG API
n8n CWE-89 9 ATLAS
HIGH

LangChain: SSRF allows internal network access

CVE-2026-27795
7.4
EPSS 0.2%
Data Extraction Code Execution DoS Framework RAG Agent
CWE-918 7 ATLAS
HIGH

fickling: security flaw enables exploitation

GHSA-mxhj-88fx-4pcv
--
Supply Chain Code Execution Auth Bypass Framework Model
fickling Patch: 0.1.8 CWE-436 58 6 ATLAS
HIGH

mlflow: Path Traversal enables file access

CVE-2026-2033
8.1
EPSS 1.8%
Data Extraction Model Poisoning Code Execution Framework RAG Model
mlflow Patch: 3.8.0rc0 CWE-22 655 11 ATLAS
HIGH

google-cloud-aiplatform: XSS enables session hijacking

CVE-2026-2472
--
EPSS 0.5%
Code Execution Data Extraction Supply Chain Framework API
google-cloud-aiplatform Patch: 1.131.0 CWE-79 520 8 ATLAS
HIGH

OpenClaw: prompt injection via unsanitized workspace path

CVE-2026-27001
7.8
EPSS 0.2%
Prompt Injection Data Extraction Code Execution Agent
openclaw CWE-77 4 5 ATLAS 1 incident
HIGH

OpenClaw: path traversal enables local file exfiltration

CVE-2026-26321
7.5
EPSS 0.5%
Data Extraction Prompt Injection Privacy Violation Agent Plugin
openclaw CWE-22 4 5 ATLAS 1 incident
HIGH EXPLOIT AVAIL

sillytavern: SSRF allows internal network access

CVE-2026-26286
8.5
EPSS 0.3%
Data Extraction Code Execution Social Engineering Framework RAG Agent
CWE-918 9 ATLAS
HIGH

picklescan: Allowlist Bypass evades input filtering

GHSA-97f8-7cmv-76j2
--
Code Execution Supply Chain Model Framework
picklescan Patch: 1.0.3 CWE-184 3 7 ATLAS
HIGH

keras: File Control enables path manipulation

CVE-2026-1669
7.5
EPSS 0.3%
Data Extraction Code Execution Framework RAG API
keras CWE-73 1.6K 8 ATLAS
HIGH EXPLOIT AVAIL

pydantic-ai: SSRF allows internal network access

CVE-2026-25580
8.6
EPSS 0.5%
Data Extraction Auth Bypass Framework Agent API
pydantic-ai-slim Patch: 1.56.0 CWE-918 393 6 ATLAS
HIGH

n8n: Input Validation flaw enables exploitation

CVE-2026-21893
7.2
EPSS 1.3%
Code Execution Social Engineering Agent RAG API
n8n CWE-20 10 ATLAS
HIGH

n8n: Arbitrary File Upload enables RCE

CVE-2026-25056
8.8
EPSS 0.7%
Code Execution Auth Bypass Data Extraction Agent Framework Plugin
n8n CWE-434 8 ATLAS
HIGH

n8n: Path Traversal enables file access

CVE-2026-25055
8.1
EPSS 1.7%
Code Execution Auth Bypass Agent Framework
n8n CWE-22 7 ATLAS
HIGH

n8n: Info Disclosure leaks sensitive data

CVE-2025-61917
7.7
EPSS 0.4%
Data Extraction Data Leakage Privacy Violation Agent Framework API
n8n CWE-200 5 ATLAS
HIGH

sagemaker: security flaw enables exploitation

CVE-2026-1777
7.2
EPSS 0.5%
Code Execution Data Extraction Supply Chain Framework Training Data
sagemaker Patch: 3.2.0 CWE-201 51 8 ATLAS
HIGH

picklescan: Deserialization enables RCE

GHSA-9m3x-qqw2-h32h
--
Supply Chain Code Execution Model Framework
picklescan Patch: 1.0.1 CWE-502 3 6 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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