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

96

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 1431 results — has patch
MEDIUM

OpenClaw: auth bypass enables persistent browser profile mutation

GHSA-cmfr-9m2r-xwhq
--
Auth BypassAgentPlugin
openclawPatch: 2026.4.8CWE-86334 ATLAS1 incident
MEDIUM

OpenClaw: token rotation bypasses role approval

GHSA-whf9-3hcx-gq54
--
Auth BypassAgent
openclawPatch: 2026.4.8CWE-86334 ATLAS1 incident
MEDIUM

openclaw: local file exfiltration via trusted MEDIA refs

GHSA-qqq7-4hxc-x63c
--
Data ExtractionPrivacy ViolationAgentPlugin
openclawPatch: 2026.4.8CWE-66834 ATLAS1 incident
MEDIUM

OpenClaw: eval approval bypass enables unintended code exec

GHSA-q2gc-xjqw-qp89
--
Auth BypassCode ExecutionAgentFramework
openclawPatch: 2026.4.8CWE-2035 ATLAS1 incident
HIGH

OpenClaw: env var injection enables host RCE

GHSA-7437-7hg8-frrw
--
Code ExecutionSupply ChainAgentPlugin
openclawPatch: 2026.4.8CWE-18435 ATLAS1 incident
HIGH

OpenClaw: wake hook trust violation elevates to System prompt

GHSA-jf56-mccx-5f3f
--
Prompt InjectionAuth BypassAgentPlugin
openclawPatch: 2026.4.8CWE-50136 ATLAS1 incident
HIGH

openclaw: trust boundary bypass enables prompt injection

GHSA-gfmx-pph7-g46x
--
Prompt InjectionAuth BypassAgentPlugin
openclawPatch: 2026.4.8CWE-50135 ATLAS1 incident
CRITICAL

PraisonAI: RCE via shell injection in agent workflows

GHSA-2763-cj5r-c79m
9.7
Code ExecutionPrompt InjectionSupply ChainAgentFramework
PraisonAIPatch: 4.5.121CWE-7816 ATLAS
MEDIUM

LangChain: f-string template injection exposes object internals

GHSA-926x-3r5x-gfhw
5.3
Data ExtractionPrompt InjectionFramework
langchain-corePatch: 0.3.84CWE-206.3K4 ATLAS
CRITICAL

Marimo: pre-auth RCE via terminal WebSocket

GHSA-2679-6mx9-h9xc
--
Auth BypassCode ExecutionFramework
marimoPatch: 0.23.0CWE-3063.0K5 ATLAS
HIGH

n8n-mcp: authenticated SSRF leaks cloud metadata

GHSA-4ggg-h7ph-26qr
8.5
Data ExtractionAuth BypassPrivacy ViolationAgentFrameworkPlugin
n8n-mcpPatch: 2.47.4CWE-918165 ATLAS
MEDIUM

praisonaiagents: agent context leak + path traversal

GHSA-766v-q9x3-g744
6.5
Data LeakageData ExtractionAgentFramework
praisonaiagentsPatch: 1.5.115CWE-22204 ATLAS
HIGHEXPLOIT AVAIL

praisonai: SSTI enables RCE via agent instructions

CVE-2026-39891
8.8
EPSS 0.6%
Code ExecutionPrompt InjectionData ExtractionAgentFrameworkPlugin
praisonaiPatch: 4.5.115CWE-9415 ATLAS
HIGH

PraisonAI: unauth A2U stream leaks all agent activity

CVE-2026-39889
7.5
EPSS 0.4%
Auth BypassData LeakageData ExtractionAgentFramework
praisonaiPatch: 4.5.115CWE-20015 ATLAS
CRITICALEXPLOIT AVAIL

praisonaiagents: sandbox escape enables host RCE

CVE-2026-39888
10.0
EPSS 0.5%
Code ExecutionAuth BypassAgentFramework
praisonaiagentsPatch: 1.5.115CWE-657205 ATLAS
CRITICALEXPLOIT AVAIL

PraisonAI: YAML deserialization enables unauthenticated RCE

CVE-2026-39890
9.8
EPSS 0.6%
Code ExecutionSupply ChainAgentFramework
praisonaiPatch: 4.5.115CWE-50215 ATLAS
MEDIUMEXPLOIT AVAIL

LobeChat: auth bypass via forged XOR obfuscated header

CVE-2026-39411
5.0
EPSS 0.1%
Auth BypassData ExtractionDoSAPIInference
@lobehub/lobehubPatch: 2.1.48CWE-2871.8K5 ATLAS
HIGH

LiteLLM: auth bypass chain enables full privilege escalation

GHSA-69x8-hrgq-fjj8
--
Auth BypassData ExtractionPrivacy ViolationAPIInferenceFramework
litellmPatch: 1.83.0CWE-20065 ATLAS
HIGH

MONAI: pickle deserialization RCE in Auto3DSeg

GHSA-89gg-p5r5-q6r4
7.7
Code ExecutionSupply ChainFrameworkTraining Data
monaiPatch: 1.6.0CWE-5021284 ATLAS
MEDIUM

OpenClaw: cleartext WebSocket exposes gateway credentials

GHSA-83f3-hh45-vfw9
--
Data LeakageAuth BypassAgent
openclawPatch: 2026.4.2CWE-20033 ATLAS1 incident

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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