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
3,021

AI/ML CVEs Tracked

424

Critical

113

New This Week

19

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 1382 results — Active exploitation
LOW EXPLOIT AVAIL

Langchain-Chatchat: TOCTOU race allows silent file overwrite

CVE-2026-7846
2.6
EPSS 0.2%
Supply Chain Model Poisoning API RAG Framework
langchain-chatchat CWE-362 3.0K 4 ATLAS
LOW EXPLOIT AVAIL

Langchain-Chatchat: weak image hash allows integrity bypass

CVE-2026-7845
2.6
EPSS 0.1%
Adversarial Examples Supply Chain Framework Inference
langchain-chatchat CWE-327 3.0K 4 ATLAS
MEDIUM EXPLOIT AVAIL

Langchain-Chatchat: auth bypass on file service endpoints

CVE-2026-7844
6.3
EPSS 0.3%
Auth Bypass Data Extraction Framework RAG
CWE-287 5 ATLAS
MEDIUM EXPLOIT AVAIL

SGLang: deserialization in tokenizer loader enables RCE

CVE-2026-7669
5.6
EPSS 0.4%
Supply Chain Code Execution Framework Inference
sglang CWE-20 9.2K 3 ATLAS
HIGH EXPLOIT AVAIL

marked: infinite recursion DoS crashes Node.js via OOM

CVE-2026-41680
7.5
EPSS 0.3%
DoS Framework
marked Patch: 18.0.2 CWE-400 6.3K 4 ATLAS
MEDIUM EXPLOIT AVAIL

vllm: uninitialized KV cache memory leaks inference data

CVE-2026-7141
5.6
EPSS 0.3%
Data Leakage DoS Inference Framework
vllm Patch: 0.19.1 CWE-908 130 4 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 1.7K 4 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 EXPLOIT AVAIL

KTransformers: pickle RCE via unauthenticated ZMQ socket

CVE-2026-26210
9.8
EPSS 0.7%
Code Execution Auth Bypass Inference Framework
ktransformers 9.2K 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 3.1%
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 0.3%
Auth Bypass Data Extraction Agent Framework
flowise 5 ATLAS
HIGH EXPLOIT AVAIL

Flowise: SSRF via prompt template injection in API Chain

CVE-2026-41271
8.3
EPSS 0.2%
Prompt Injection Data Extraction Agent Framework
flowise CWE-918 5 ATLAS
HIGH EXPLOIT AVAIL

Flowise: SSRF bypass exposes cloud metadata services

CVE-2026-41270
8.3
EPSS 0.2%
Auth Bypass Data Extraction Privacy Violation Framework Agent Plugin
flowise CWE-284 5 ATLAS
HIGH EXPLOIT AVAIL

Flowise: unrestricted file upload enables persistent RCE

CVE-2026-41269
8.8
EPSS 0.5%
Code Execution Auth Bypass Data Extraction Agent Framework
flowise CWE-434 6 ATLAS
CRITICAL EXPLOIT AVAIL

Flowise: unauthenticated RCE via NODE_OPTIONS env injection

CVE-2026-41268
9.8
EPSS 13.8%
Code Execution Auth Bypass Agent Framework
flowise 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.

Need deeper analysis?

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