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
2,408

AI/ML CVEs Tracked

347

Critical

307

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 1581 results — no patch
MEDIUM

Langflow: path traversal allows arbitrary file read

CVE-2026-3345
6.5
EPSS 0.4%
Data Extraction Data Leakage Framework Agent
langflow CWE-22 3 ATLAS
HIGH

Langflow Desktop: IDOR leaks user images unauthenticated

CVE-2026-4503
7.5
EPSS 0.3%
Privacy Violation Data Extraction Auth Bypass Framework Agent
langflow CWE-639 3 ATLAS
MEDIUM

Langflow: path traversal enables arbitrary file write

CVE-2026-4502
6.5
EPSS 0.3%
Code Execution Supply Chain Framework Agent
langflow CWE-22 4 ATLAS
MEDIUM

Langflow Desktop: stored XSS enables credential theft

CVE-2026-3346
6.4
EPSS 0.2%
Data Extraction Auth Bypass Framework
langflow CWE-89 4 ATLAS
MEDIUM

IBM Langflow: SSRF enables internal network enumeration

CVE-2026-3340
6.5
EPSS 0.2%
Data Extraction Privacy Violation Framework Agent
langflow CWE-918 4 ATLAS
CRITICAL

Ollama: path traversal + unsigned update = silent RCE

CVE-2026-42249
9.8
EPSS 0.6%
Code Execution Supply Chain Inference
ollama CWE-22 1.6K 4 ATLAS
CRITICAL

Ollama: silent auto-update bypasses signature check on Windows

CVE-2026-42248
9.8
EPSS 0.4%
Supply Chain Code Execution Inference
ollama CWE-494 1.6K 5 ATLAS
LOW EXPLOIT AVAIL

Ollama: path traversal in tensor model transfer handler

CVE-2026-7020
3.7
EPSS 0.9%
Data Extraction Code Execution Inference Model
ollama CWE-22 1.6K 4 ATLAS
LOW

langchain-openai: SSRF via DNS rebinding in image token counter

CVE-2026-41488
3.1
EPSS 0.2%
Data Extraction Auth Bypass Framework Agent
langchain CWE-918 2.7K 3 ATLAS
MEDIUM

LangChain: SSRF redirect bypass exposes internal endpoints

CVE-2026-41481
6.5
EPSS 0.2%
Data Extraction Auth Bypass Framework RAG
langchain CWE-918 2.7K 3 ATLAS
MEDIUM

BetterDocs: Auth bypass drains OpenAI API quota

CVE-2026-6393
4.3
EPSS 0.3%
Auth Bypass DoS Data Extraction API Plugin
CWE-862 5 ATLAS
CRITICAL EXPLOIT AVAIL

Flowise: Cypher injection via GraphCypherQAChain node

CVE-2026-41274
9.8
EPSS 0.5%
Data Extraction Code Execution Agent Framework
flowise CWE-943 5 ATLAS
CRITICAL

KTransformers: pickle RCE via unauthenticated ZMQ socket

CVE-2026-26210
9.8
EPSS 0.7%
Code Execution Auth Bypass Inference Framework
ktransformers 8.3K 4 ATLAS
HIGH EXPLOIT AVAIL

Flowise: unauth API key abuse via TTS endpoint IDOR

CVE-2026-41279
7.5
EPSS 0.3%
Auth Bypass DoS Data Extraction Agent API Framework
flowise CWE-639 5 ATLAS
HIGH EXPLOIT AVAIL

Flowise: credential exposure in public chatflow API

CVE-2026-41278
7.5
EPSS 0.4%
Data Extraction Auth Bypass Agent Framework
flowise CWE-200 5 ATLAS
HIGH EXPLOIT AVAIL

Flowise: mass assignment enables cross-workspace IDOR

CVE-2026-41277
8.8
EPSS 0.3%
Auth Bypass Data Extraction Model Poisoning Agent RAG Framework
flowise CWE-284 4 ATLAS
CRITICAL EXPLOIT AVAIL

Flowise: auth bypass enables full account takeover via reset

CVE-2026-41276
9.8
EPSS 6.9%
Auth Bypass Data Extraction Code Execution Agent Framework
flowise CWE-287 5 ATLAS
HIGH EXPLOIT AVAIL

Flowise: HTTP password reset link allows MITM takeover

CVE-2026-41275
7.5
EPSS 0.2%
Auth Bypass Data Extraction Agent Framework
flowise CWE-319 4 ATLAS
HIGH EXPLOIT AVAIL

Flowise: auth bypass exposes OAuth 2.0 tokens

CVE-2026-41273
8.2
EPSS 0.3%
Auth Bypass Data Extraction Agent Framework
flowise CWE-306 5 ATLAS
HIGH EXPLOIT AVAIL

Flowise: SSRF bypass via DNS rebinding exposes internal networks

CVE-2026-41272
7.1
EPSS 0.2%
Auth Bypass Data Extraction Agent Framework
flowise 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.

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