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
2,173

AI/ML CVEs Tracked

330

Critical

251

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 2173 results
MEDIUM

n8n: webhook forgery enables unauthorized workflow execution

CVE-2026-56357
4.0
Auth Bypass Code Execution Agent Plugin
n8n CWE-290 4 ATLAS
CRITICAL

n8n: SSRF bypasses allowlist, exfiltrates credentials

CVE-2026-56348
9.1
Auth Bypass Data Extraction Data Leakage Agent Framework
n8n CWE-918 5 ATLAS
HIGH

Flowise: cross-workspace chatflow config disclosure

CVE-2026-56268
7.7
Auth Bypass Data Extraction Data Leakage Agent Framework API
Flowise CWE-863 5 ATLAS
MEDIUM

LangChain: path traversal exposes files outside agent root

CVE-2026-55443
5.1
Prompt Injection Data Extraction Auth Bypass Framework Agent
langchain CWE-22 2.7K 5 ATLAS
AWAITING NVD

Keras: path traversal via layer names allows arbitrary file write

CVE-2026-12479
--
Supply Chain Code Execution Framework Model
keras-team/keras 1.6K 4 ATLAS
HIGH

WebSphere AS: JAX-WS auth bypass, unauthorized access

CVE-2026-10845
7.3
Auth Bypass Data Extraction API Inference
3 ATLAS
HIGH

Chainlit: session hijacking via WebSocket restoration

CVE-2026-56104
8.2
Auth Bypass Data Extraction Framework Agent
chainlit 40 5 ATLAS
CRITICAL

Langflow: auth bypass + unauthenticated RCE (CVSS 10)

CVE-2026-10561
10.0
Auth Bypass Code Execution Framework
langflow CWE-94 5 ATLAS
CRITICAL

Langflow: auth bypass in MCP endpoint, CVSS 9.8

CVE-2026-7664
9.8
Auth Bypass Code Execution Data Extraction Framework Agent
Langflow OSS CWE-287 5 ATLAS
HIGH

Grafana: stored XSS in geomap bypasses CVE-2023-0507 fix

CVE-2026-9029
7.3
Code Execution Data Leakage Auth Bypass Framework API
4 ATLAS
MEDIUM

Langflow: code injection via Bundle URL Loader (PoC)

CVE-2026-12822
5.3
Code Execution Data Extraction Framework Agent
langflow CWE-74 4 ATLAS
MEDIUM

Flowise: path traversal in S3 loader exposes documents

CVE-2026-12821
6.3
Data Extraction Data Leakage Agent RAG Framework
Flowise CWE-22 5 ATLAS
MEDIUM

Craft CMS: stored XSS hijacks admin panel sessions

CVE-2026-56393
4.8
Code Execution Data Extraction Auth Bypass Framework Plugin
4 ATLAS
HIGH EXPLOIT AVAIL

picklescan: detection bypass enables RCE via pickle files

CVE-2025-71378
8.1
Supply Chain Code Execution Model Framework
picklescan CWE-502 3 4 ATLAS
HIGH EXPLOIT AVAIL

picklescan: detection bypass enables RCE via malicious models

CVE-2025-71357
8.1
Supply Chain Code Execution Model Framework
picklescan CWE-502 3 5 ATLAS
HIGH EXPLOIT AVAIL

picklescan: scanner bypass enables RCE via pickle files

CVE-2025-71351
--
Supply Chain Code Execution Model Framework
picklescan CWE-184 3 4 ATLAS
HIGH EXPLOIT AVAIL

picklescan: scanner bypass enables supply chain RCE

CVE-2025-71348
8.1
Supply Chain Code Execution Model Framework
picklescan CWE-502 3 5 ATLAS
MEDIUM

litellm: authorization bypass exposes user list

CVE-2026-12799
4.3
Auth Bypass Data Extraction API Inference
litellm CWE-266 6 4 ATLAS
MEDIUM

litellm: SSRF in MCP OpenAPI spec loader endpoint

CVE-2026-12798
6.3
Data Extraction Auth Bypass Supply Chain Inference Agent Plugin
litellm CWE-918 6 4 ATLAS
HIGH

litellm: auth bypass in SSO debug exposes LLM proxy

CVE-2026-12795
7.3
Auth Bypass Data Extraction Code Execution Inference API Framework
litellm CWE-287 6 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?

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