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
3,591

AI/ML CVEs Tracked

481

Critical

96

New This Week

24

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 2346 results — no patch
HIGH

Livebook: auth fail-open grants full server access

CVE-2026-68746
8.8
EPSS 0.4%
Auth Bypass Code Execution Framework
2 ATLAS
MEDIUM

Livebook: CSRF binds victim session to attacker

CVE-2026-66885
6.5
EPSS 0.2%
Auth Bypass Social Engineering Framework
2 ATLAS
HIGH EXPLOIT AVAIL

Livebook: path traversal in notebooks writes any file

CVE-2026-66881
8.1
EPSS 0.4%
Code Execution Social Engineering Supply Chain Framework
2 ATLAS
HIGH

Livebook: sandboxed JS bypasses origin check, forces exec

CVE-2026-66298
8.8
EPSS 0.2%
Code Execution DoS Framework Plugin
2 ATLAS
MEDIUM EXPLOIT AVAIL

InnoShop: path traversal in file manager deletes files

CVE-2026-18959
5.4
EPSS 0.4%
DoS Framework
1 ATLAS
CRITICAL

Langflow: weak Fernet key derivation exposes secrets

CVE-2026-9205
9.8
EPSS 0.2%
Data Leakage Auth Bypass Framework API
langflow CWE-338 3 ATLAS
HIGH

Langflow: truncated-hash bypass enables RCE

CVE-2026-9201
8.8
EPSS 0.2%
Auth Bypass Code Execution Framework Agent Plugin
langflow CWE-326 3 ATLAS
HIGH

Langflow: RCE via unapproved LLM-generated code execution

CVE-2026-9196
8.8
EPSS 0.3%
Code Execution Data Leakage Framework Agent
langflow CWE-94 3 ATLAS
HIGH

Langflow: authz bypass leaks cross-user chat history

CVE-2026-9130
7.1
EPSS 0.2%
Auth Bypass Data Leakage Privacy Violation Framework Agent
langflow 3 ATLAS
HIGH

Langflow: RCE via arbitrary code injection (CWE-94)

CVE-2026-8478
8.8
EPSS 0.4%
Code Execution Framework Agent
langflow CWE-94 2 ATLAS
CRITICAL

Langflow: weak PRNG lets attackers decrypt stored secrets

CVE-2026-8470
9.1
EPSS 0.1%
Data Leakage Privacy Violation Framework
langflow CWE-327 3 ATLAS
HIGH

Langflow: path traversal exposes arbitrary files

CVE-2026-8183
7.7
EPSS 0.4%
Data Extraction Privacy Violation Framework
langflow CWE-22 3 ATLAS
HIGH

Langflow: pre-auth RCE via chained HTTP requests

CVE-2026-8182
8.8
EPSS 0.4%
Code Execution Auth Bypass Framework Agent
langflow CWE-94 3 ATLAS
MEDIUM

Langflow: path traversal allows arbitrary file write

CVE-2026-7869
5.4
EPSS 0.2%
Code Execution Supply Chain Framework RAG
langflow CWE-22 2 ATLAS
MEDIUM

Langflow: username path traversal enables data destruction

CVE-2026-7658
6.5
EPSS 0.3%
Auth Bypass DoS Framework Agent
langflow CWE-22 1 ATLAS
CRITICAL EXPLOIT AVAIL

PraisonAI: shell injection in Claude Action enables RCE

CVE-2026-48168
10.0
EPSS 0.9%
Code Execution Supply Chain Auth Bypass Agent Framework
praisonai CWE-862 1 4 ATLAS
HIGH

Langflow: authenticated code injection enables RCE

CVE-2026-17633
8.8
EPSS 0.4%
Code Execution Framework Agent
langflow CWE-94 3 ATLAS
HIGH

Langflow: AST code scanner bypass enables auth'd RCE

CVE-2026-17632
8.8
EPSS 0.7%
Code Execution Framework Agent Plugin
langflow CWE-94 2 ATLAS
HIGH

Langflow: authenticated RCE via unsafe module imports

CVE-2026-17624
8.8
EPSS 0.4%
Code Execution Framework Agent
langflow CWE-94 3 ATLAS
HIGH

Langflow: broken access control enables cache poisoning

CVE-2026-10547
8.1
EPSS 0.2%
Auth Bypass DoS Framework Agent
langflow CWE-284 3 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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