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
2,394

AI/ML CVEs Tracked

343

Critical

306

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 1567 results — no patch
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
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
CRITICAL EXPLOIT AVAIL

langflow: Code Injection enables RCE

CVE-2026-27966
9.8
EPSS 33.7%
Prompt Injection Code Execution Framework RAG Agent
langflow CWE-94 12 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
CRITICAL

n8n: Code Injection enables RCE

CVE-2026-27577
9.9
EPSS 10.2%
Model Poisoning Code Execution Social Engineering Agent RAG API
n8n CWE-94 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
CRITICAL

n8n: Code Injection enables RCE

CVE-2026-27495
9.9
EPSS 0.6%
Code Execution Social Engineering Agent RAG API
n8n CWE-94 9 ATLAS
CRITICAL

n8n: security flaw enables exploitation

CVE-2026-27494
9.9
EPSS 0.4%
Code Execution Agent RAG API
n8n CWE-497 9 ATLAS
CRITICAL

n8n: Code Injection enables RCE

CVE-2026-27493
9.0
EPSS 1.1%
Code Execution Agent RAG API
n8n CWE-94 6 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
UNKNOWN

TensorFlow: security flaw enables exploitation

CVE-2026-2492
--
EPSS 0.2%
Code Execution Auth Bypass Framework RAG Plugin
CWE-427 5 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
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
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
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
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
LOW EXPLOIT AVAIL

OpenClaw: indirect prompt injection via Slack metadata

CVE-2026-24764
3.7
EPSS 0.2%
Prompt Injection Data Extraction Agent Plugin
openclaw CWE-74 4 3 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
CRITICAL EXPLOIT AVAIL

smolagents: SSRF allows internal network access

CVE-2026-2654
9.8
EPSS 0.4%
Code Execution Data Extraction Auth Bypass Agent Framework Plugin
smolagents CWE-918 93 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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