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
4,307

AI/ML CVEs Tracked

533

Critical

96

New This Week

25

In CISA KEV

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

Latest AI Security Threats

Showing 15 of 15 results — Critical severity, KEV only, Active exploitation
CRITICALKEV

F5 BIG-IP APM: unauthenticated RCE via OAuth server

CVE-2026-94127
9.8
EPSS 26.6%
Code ExecutionAuth BypassAPIFramework
CWE-1222 ATLAS
CRITICALKEVSCANNER

MLflow: unauth SSRF via webhook hits cloud metadata

CVE-2026-64849
9.3
EPSS 10.0%
Data ExtractionAuth BypassData LeakageFrameworkAPI
mlflowPatch: 3.15.0CWE-9186952 ATLAS
CRITICALKEVSCANNER

Langflow: token forgery + exec() chain to RCE

CVE-2026-9198
9.8
EPSS 28.7%
Auth BypassCode ExecutionFrameworkAgent
Langflow OSSCWE-944 ATLAS
CRITICALKEV

Langflow: IDOR allows cross-user flow execution

CVE-2026-55255
9.9
EPSS 0.9%
Auth BypassData ExtractionFrameworkAgent
langflowPatch: 1.9.1CWE-6395 ATLAS
CRITICALKEVSCANNER

LiteLLM: SQL injection exposes LLM API credentials

CVE-2026-42208
9.8
EPSS 89.4%
Auth BypassData ExtractionSupply ChainAPIInference
litellmCWE-8965 ATLAS
CRITICALKEVSCANNER

langflow: Code Injection enables RCE

CVE-2026-33017
9.8
EPSS 96.2%
Model PoisoningCode ExecutionFrameworkAgentAPI
langflowPatch: 1.9.0CWE-956 ATLAS
CRITICALKEVSCANNER

n8n: Input Validation flaw enables exploitation

CVE-2026-21858
10.0
EPSS 78.2%
Data ExtractionCode ExecutionAuth BypassAgentFrameworkAPI
n8n166 ATLAS
CRITICALKEVSCANNER

ray: Code Injection enables RCE

CVE-2025-62593
--
EPSS 60.2%
Code ExecutionAuth BypassSocial EngineeringFramework
rayPatch: 2.52.0CWE-946428 ATLAS
CRITICALKEVSCANNER

Langflow: Unauth RCE via code injection endpoint

CVE-2025-3248
9.8
EPSS 100.0%
Code ExecutionAuth BypassFrameworkAgent
langflowCWE-945 ATLAS
CRITICALKEVSCANNER

CyberPanel: auth bypass enables unauthenticated RCE

CVE-2024-51378
10.0
EPSS 94.7%
Auth BypassCode ExecutionPlugin
1 ATLAS
CRITICALKEVSCANNER

CyberPanel: pre-auth RCE via secMiddleware bypass

CVE-2024-51567
10.0
EPSS 84.4%
Auth BypassCode ExecutionFramework
3 ATLAS
CRITICALKEVSCANNER

Ray: unauthenticated RCE via job submission API

CVE-2023-48022
9.8
EPSS 83.9%
Code ExecutionAuth BypassFrameworkTraining DataInference
rayCWE-8296426 ATLAS
CRITICALKEV

LangChain: RCE bypass via __import__ in PAL chain

CVE-2023-44467
9.8
EPSS 1.0%
Code ExecutionAuth BypassFrameworkAgent
langchain_experimental3.2K4 ATLAS
CRITICALKEVSCANNER

TorchServe: SSRF + RCE via unrestricted model URL loading

CVE-2023-43654
9.8
EPSS 42.5%
Code ExecutionSupply ChainData ExtractionFrameworkInferenceModel
torchserve26.1K5 ATLAS
CRITICALKEVSCANNER

MLflow: path traversal allows arbitrary file read/write

CVE-2023-1177
9.8
EPSS 69.7%
Data ExtractionCode ExecutionSupply ChainFrameworkModelTraining Data
mlflow6957 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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