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
4,330

AI/ML CVEs Tracked

535

Critical

107

New This Week

25

In CISA KEV

Sort:DateCVSSEPSSKEV firstMost exploited
Filter:AllCriticalHighMediumKEV onlyActive exploitationHas patchNo patch

Latest AI Security Threats

Showing 20 of 4330 results
CRITICAL

LiteLLM: auth bypass via JWT cache key collision

CVE-2026-35030
9.1
EPSS 0.6%
Auth BypassData ExtractionAPIFrameworkInference
litellmPatch: 1.83.0CWE-28764 ATLAS
HIGHEXPLOIT AVAILSCANNER

LiteLLM: auth bypass allows RCE and full takeover

CVE-2026-35029
8.8
EPSS 38.6%
Auth BypassCode ExecutionData ExtractionFrameworkAPIInference
litellmPatch: 1.83.0CWE-86366 ATLAS
MEDIUM

vLLM: OOM DoS via unbounded video frame decoding

CVE-2026-34755
6.5
EPSS 0.5%
DoSFrameworkInferenceAPI
vllmPatch: 0.19.0CWE-770943 ATLAS
MEDIUM

vLLM: SSRF in batch API exposes cloud metadata endpoints

CVE-2026-34753
5.4
EPSS 0.3%
Data ExtractionAuth BypassFrameworkInference
vllmPatch: 0.19.0CWE-918945 ATLAS
MEDIUM

ltiauthenticator: OAuth nonce leak causes server DoS

CVE-2026-34052
5.9
EPSS 0.3%
DoSFramework
jupyterhub-ltiauthenticatorPatch: 1.6.3CWE-4011.9K3 ATLAS
MEDIUM

JupyterHub: open redirect enables post-login phishing

CVE-2026-33709
--
EPSS 0.2%
Social EngineeringAuth BypassFramework
jupyterhubPatch: 5.4.4CWE-6011.9K4 ATLAS
HIGH

oauthenticator: auth bypass enables JupyterHub account takeover

CVE-2026-33175
8.8
EPSS 0.4%
Auth BypassFramework
CWE-2874 ATLAS
CRITICALEXPLOIT AVAILSCANNER

MLflow: auth bypass in job API enables unauthenticated RCE

CVE-2026-0545
9.1
EPSS 4.4%
Auth BypassCode ExecutionDoSFrameworkTraining Data
mlflowCWE-3066955 ATLAS
MEDIUM

vLLM: DoS via unbounded n parameter causes OOM crash

CVE-2026-34756
6.5
EPSS 0.4%
DoSInferenceAPI
vllmPatch: 0.19.0CWE-770944 ATLAS
HIGH

Ajenti: missing authz lets any user install packages

CVE-2026-35175
--
EPSS 0.3%
Auth BypassSupply ChainCode ExecutionFrameworkPlugin
CWE-8624 ATLAS
MEDIUM

OpenClaw: SSRF in marketplace fetch hits internal AI infra

GHSA-9q7v-8mr7-g23p
--
Supply ChainData ExtractionAuth BypassPluginInferenceAgent
openclawPatch: 2026.3.31CWE-91834 ATLAS
HIGH

vLLM: audio downmix mismatch enables adversarial input

CVE-2026-34760
7.1
EPSS 0.3%
Adversarial ExamplesSupply ChainInferenceFramework
vllmPatch: 0.18.0CWE-20944 ATLAS
HIGH

onnx: TOCTOU symlink following enables arbitrary file write

GHSA-q56x-g2fj-4rj6
7.1
Supply ChainCode ExecutionFrameworkModel
onnxPatch: 1.21.0CWE-221.1K4 ATLAS
HIGHEXPLOIT AVAIL

praisonaiagents: SSRF leaks cloud IAM credentials

CVE-2026-34954
8.6
EPSS 0.4%
Prompt InjectionData ExtractionAgentFramework
praisonaiagentsPatch: 1.5.95CWE-918205 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: sandbox escape via shell=True blocklist bypass

CVE-2026-34955
8.8
EPSS 0.4%
Code ExecutionPrompt InjectionAuth BypassAgentFrameworkPlugin
praisonaiPatch: 4.5.97CWE-7816 ATLAS1 incident
HIGHEXPLOIT AVAIL

PraisonAI: SSRF via api_base steals cloud IAM credentials

CVE-2026-34936
7.7
EPSS 0.4%
Data ExtractionAuth BypassSupply ChainFrameworkAPIAgent
praisonaiPatch: 4.5.90CWE-91815 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: OS command injection via run_python() shell escape

CVE-2026-34937
7.8
EPSS 0.6%
Code ExecutionPrompt InjectionAuth BypassAgentFrameworkPlugin
praisonaiagentsPatch: 1.5.90CWE-78206 ATLAS1 incident
CRITICALEXPLOIT AVAIL

praisonaiagents: sandbox bypass enables full host RCE

CVE-2026-34938
10.0
EPSS 13.4%
Code ExecutionPrompt InjectionSupply ChainAgentFrameworkPlugin
praisonaiagentsPatch: 1.5.90CWE-693207 ATLAS
HIGHEXPLOIT AVAIL

Open WebUI: access control bypass leaks Tool Valve API keys

CVE-2026-34222
7.7
EPSS 5.1%
Auth BypassData ExtractionAgentPluginFramework
open-webuiPatch: 0.8.11CWE-28525 ATLAS
MEDIUMEXPLOIT AVAIL

ONNX: symlink traversal reads host files via model loading

CVE-2026-34447
5.5
EPSS 0.3%
Supply ChainData ExtractionFrameworkModel
onnxPatch: 1.21.0CWE-221.1K5 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?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

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