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.

Each CVE is enriched with
  • CVSS severity
  • EPSS exploit probability
  • Exploitation confidence
  • AI-component classification
  • Compliance mappings
4,307

AI/ML CVEs Tracked

533

Critical

95

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 1431 results — has patch
HIGH

praisonaiagents: @file: path traversal reads arbitrary files

GHSA-2rcg-mm5h-xchx
7.5
Data ExtractionPrivacy ViolationAgentFramework
praisonaiagentsPatch: 1.6.59CWE-22205 ATLAS
CRITICAL

praisonai: silent auth bypass exposes agent exec endpoints

GHSA-j4hj-7hfh-g2f4
9.8
Auth BypassCode ExecutionAgentFramework
praisonaiPatch: 4.6.59CWE-30614 ATLAS
HIGH

praisonaiagents: SSRF DNS bypass exposes internal services

GHSA-vxgj-xg5c-p4h7
8.5
Data ExtractionAuth BypassData LeakageAgentFrameworkPlugin
praisonaiagentsPatch: 1.6.59CWE-918205 ATLAS
CRITICAL

PraisonAI: Unauthenticated RCE via Jobs API auth bypass

GHSA-4869-x4pr-q22x
9.8
Auth BypassCode ExecutionPrompt InjectionAgentFrameworkPlugin
praisonaiagentsPatch: 1.6.59CWE-306205 ATLAS
HIGH

praisonai: unauthenticated path traversal leaks server files

GHSA-p4pj-vh7h-6cqh
7.5
Data ExtractionAuth BypassAgentFramework
praisonaiPatch: 4.6.59CWE-2215 ATLAS
CRITICAL

praisonaiagents: unauthenticated MCP SSE server enables RCE

GHSA-x227-pf99-vffg
9.8
Auth BypassCode ExecutionAgentFramework
praisonaiagentsPatch: 1.6.59CWE-306205 ATLAS
MEDIUM

praisonaiagents: sandbox escape via format-spec read

GHSA-pv2j-rghr-v5r9
6.5
Code ExecutionPrompt InjectionData ExtractionAgentFrameworkPlugin
praisonaiagentsPatch: 1.6.59CWE-693206 ATLAS
MEDIUM

praisonaiagents: SSRF bypass via SpiderTools redirect

GHSA-6h9p-93hq-q7h6
6.5
Data ExtractionAuth BypassAgentPlugin
praisonaiagentsPatch: 1.6.59CWE-918205 ATLAS
HIGH

PraisonAI: file tool shell injection enables RCE

GHSA-w6h2-fr4q-xvxv
8.8
Code ExecutionAuth BypassData ExtractionAgentFrameworkPlugin
praisonaiPatch: 4.6.59CWE-7815 ATLAS
HIGH

PraisonAI: streaming bypass enables dangerous tool execution

GHSA-v847-hxxw-3pxg
7.8
Auth BypassCode ExecutionAgentFramework
praisonaiPatch: 4.6.59CWE-7814 ATLAS
HIGH

PraisonAI: XSS bypasses human-in-the-loop tool approval

GHSA-63v4-w882-g4x2
8.8
Code ExecutionAuth BypassAgentFramework
praisonaiPatch: 4.6.59CWE-7915 ATLAS
HIGH

PraisonAI LinearBot: webhook auth bypass enables agent exec

GHSA-fc26-m9pf-v56q
8.6
Auth BypassPrompt InjectionCode ExecutionAgentFramework
praisonaiPatch: 4.6.59CWE-28715 ATLAS
HIGH

PraisonAI: path traversal exposes arbitrary host files

GHSA-j7qx-p75m-wp7g
7.5
Data ExtractionData LeakageAgentPlugin
praisonaiPatch: 4.6.59CWE-2216 ATLAS
HIGH

PraisonAI: auth bypass via Slack app_mention handler

GHSA-qvpf-j64c-jmhr
8.3
Auth BypassData ExtractionAgentFramework
praisonaiPatch: 4.6.59CWE-86214 ATLAS
HIGH

PraisonAI: auth bypass exposes recipe API to unauthenticated callers

GHSA-5qw8-f2g9-ff29
8.2
Auth BypassCode ExecutionAgentFramework
praisonaiPatch: 4.6.59CWE-28714 ATLAS
HIGH

PraisonAI: DNS rebinding exposes MCP agent tools

GHSA-vmf9-xx9w-86wx
8.3
Auth BypassCode ExecutionData ExtractionAgentPlugin
praisonaiPatch: 4.6.59CWE-30614 ATLAS
HIGH

PraisonAI: path traversal in agent tools exposes credentials

GHSA-22cj-m4wf-fv2c
7.5
Data ExtractionPrivacy ViolationAgentFramework
praisonaiPatch: 4.6.59CWE-2214 ATLAS
HIGH

praisonai: Discord approval bypass executes agent tools

GHSA-8579-rgg5-ph2m
8.8
Auth BypassCode ExecutionAgentPlugin
praisonaiPatch: 4.6.59CWE-34513 ATLAS
MEDIUM

praisonaiagents: unauth SSE endpoint enables event injection

GHSA-35w5-pcw4-jx94
4.3
Auth BypassData LeakageAgentFramework
praisonaiagentsPatch: 1.6.59CWE-306204 ATLAS
MEDIUM

marimo: reflected XSS enables JS injection in notebooks

CVE-2026-54386
6.1
EPSS 0.2%
Code ExecutionData ExtractionFramework
marimoPatch: 0.23.9CWE-793.0K3 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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