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

114

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 1321 results — High severity
HIGH

Flowise: mass assignment breaks workspace isolation

GHSA-mq53-pc65-wjc4
--
Auth Bypass Data Extraction Privacy Violation Agent Framework
flowise Patch: 3.1.2 CWE-915 5 ATLAS
HIGH

Flowise: mass assignment breaks cross-workspace isolation

GHSA-7j65-65cr-6644
--
Auth Bypass Data Extraction Privacy Violation Agent Framework Training Data
flowise Patch: 3.1.2 CWE-915 5 ATLAS
HIGH

Flowise: mass assignment enables cross-workspace data takeover

GHSA-5h9v-837x-m97r
--
Auth Bypass Data Extraction Privacy Violation Agent Framework
flowise Patch: 3.1.2 CWE-915 4 ATLAS
HIGH

Flowise: mass assignment breaks cross-workspace isolation

GHSA-728h-4mwj-f2p4
--
Auth Bypass Data Extraction Agent Framework
flowise Patch: 3.1.2 CWE-915 4 ATLAS
HIGH

Flowise: IDOR via mass assignment breaks tenant isolation

GHSA-78pr-c5x5-jggc
--
Auth Bypass Data Extraction Agent Framework
flowise Patch: 3.1.2 CWE-915 5 ATLAS
HIGH

Flowise: missing authz on vector store CRUD endpoints

GHSA-hmg2-jjjx-jcp2
--
Auth Bypass Data Extraction Data Leakage Agent RAG Framework
flowise Patch: 3.1.2 CWE-862 7 ATLAS
HIGH

n8n: OAuth token hijack via credential permission bypass

CVE-2026-45732
8.1
EPSS 0.3%
Auth Bypass Data Extraction Agent API
n8n Patch: 1.123.43 CWE-639 16 5 ATLAS
HIGH

n8n: Git node arg injection enables full server compromise

CVE-2026-44790
8.8
EPSS 0.6%
Code Execution Data Extraction Data Leakage Agent Framework Plugin
n8n Patch: 1.123.43 CWE-88 16 6 ATLAS
HIGH

Flowise: credential data leak via filtered API endpoint

GHSA-7g73-99r4-m4mj
--
Data Leakage Data Extraction Agent Framework API
flowise Patch: 3.1.2 CWE-200 5 ATLAS
HIGH

Flowise: mass assignment breaks multi-tenant isolation

GHSA-hp26-q66v-q2w7
--
Auth Bypass Data Leakage Agent Framework
flowise Patch: 3.1.2 CWE-284 4 ATLAS
HIGH

Flowise MCP: 3-path blocklist bypass enables server RCE

GHSA-m99r-2hxc-cp3q
--
Code Execution Auth Bypass Agent Framework Plugin
flowise-components Patch: 3.1.2 CWE-184 6 ATLAS
HIGH

Flowise: brute-force auth grants full agent platform access

GHSA-php6-83fg-gw3g
7.5
Auth Bypass Data Extraction Agent Framework
flowise Patch: 3.1.2 CWE-522 4 ATLAS
HIGH EXPLOIT AVAIL

Flowise: Mass Assignment enables cross-workspace takeover

CVE-2026-42863
--
EPSS 0.3%
Auth Bypass Data Extraction Agent Framework
flowise Patch: 3.1.2 CWE-284 4 ATLAS
HIGH EXPLOIT AVAIL

Flowise: mass assignment breaks tenant isolation

CVE-2026-42862
--
EPSS 0.2%
Auth Bypass Data Extraction Agent Framework
flowise Patch: 3.1.2 CWE-284 4 ATLAS
HIGH EXPLOIT AVAIL

Flowise: mass assignment breaks multi-tenant isolation

CVE-2026-42861
--
EPSS 0.3%
Auth Bypass Data Extraction Agent Framework
flowise Patch: 3.1.2 CWE-284 4 ATLAS
HIGH EXPLOIT AVAIL

claude-code-cache-fix: hook path injection → RCE

CVE-2026-45136
--
EPSS 0.2%
Code Execution Supply Chain Agent Plugin
claude-code-cache-fix Patch: 3.5.2 CWE-78 5 ATLAS
HIGH

LangSmith: prompt deserialization enables SSRF + data leak

CVE-2026-45134
7.1
EPSS 0.2%
Supply Chain Data Extraction Data Leakage Framework Agent API
langchain Patch: 0.3.30 CWE-502 3.0K 5 ATLAS
HIGH EXPLOIT AVAIL

nnU-Net: prompt injection hijacks CI/CD triage agent

CVE-2026-44246
7.2
EPSS 0.2%
Prompt Injection Code Execution Agent Plugin
claude-code 5 ATLAS
HIGH

CosyVoice: RCE via unsafe torch.load() model deserialization

CVE-2026-31232
8.8
EPSS 0.5%
Supply Chain Code Execution Model Inference
5 ATLAS
HIGH

snorkel: RCE via unsafe model deserialization

CVE-2026-31224
8.8
EPSS 0.4%
Supply Chain Code Execution Model Framework
snorkel CWE-502 24.4K 4 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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