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 20 of 325 results — Critical severity, Active exploitation
CRITICALEXPLOIT AVAILSCANNER

Flowise: auth bypass exposes NVIDIA NIM container endpoints

CVE-2026-30824
9.8
EPSS 37.3%
Auth BypassCode ExecutionAgentInferenceFramework
flowiseCWE-3065 ATLAS
CRITICALEXPLOIT AVAIL

flowise: Arbitrary File Upload enables RCE

CVE-2026-30821
9.8
EPSS 16.7%
Code ExecutionFrameworkRAGPlugin
flowiseCWE-4348 ATLAS2 incidents
CRITICALEXPLOIT AVAIL

langflow: Code Injection enables RCE

CVE-2026-27966
9.8
EPSS 35.2%
Prompt InjectionCode ExecutionFrameworkRAGAgent
langflowCWE-9412 ATLAS
CRITICALEXPLOIT AVAIL

smolagents: SSRF allows internal network access

CVE-2026-2654
9.8
EPSS 0.4%
Code ExecutionData ExtractionAuth BypassAgentFrameworkPlugin
smolagentsCWE-9181116 ATLAS
CRITICALEXPLOIT AVAILSCANNER

vllm: security flaw enables exploitation

CVE-2026-22778
9.8
EPSS 18.3%
Code ExecutionData LeakageInferenceFrameworkAPI
vllmCWE-532946 ATLAS
CRITICALEXPLOIT AVAIL

langroid: Code Injection enables RCE

CVE-2026-25481
--
EPSS 0.7%
Code ExecutionPrompt InjectionAuth BypassAgentFrameworkPlugin
langroidPatch: 0.59.32CWE-9446 ATLAS
CRITICALEXPLOIT AVAIL

cai-framework: Command Injection enables RCE

CVE-2026-25130
9.7
EPSS 0.9%
Prompt InjectionCode ExecutionAgentFrameworkPlugin
CWE-789 ATLAS
CRITICALEXPLOIT AVAIL

n8n: Code Injection enables RCE

CVE-2026-1470
9.9
EPSS 20.4%
Code ExecutionAuth BypassData ExtractionAgentFrameworkPlugin
n8nCWE-95169 ATLAS
CRITICALEXPLOIT AVAIL

Kalrav: Arbitrary File Upload enables RCE

CVE-2025-13374
9.8
EPSS 1.1%
Code ExecutionAuth BypassData ExtractionPluginAgentAPI
CWE-4348 ATLAS
CRITICALEXPLOIT AVAIL

n8n: Code Injection enables RCE

CVE-2026-0863
9.9
EPSS 9.3%
Code ExecutionAuth BypassData ExtractionAgentFrameworkPlugin
n8nCWE-94168 ATLAS
CRITICALKEVSCANNER

n8n: Input Validation flaw enables exploitation

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

langflow: Missing Auth allows unauthenticated access

CVE-2026-21445
9.1
EPSS 33.3%
Auth BypassData ExtractionPrivacy ViolationFrameworkAgentAPI
langflowCWE-3067 ATLAS
CRITICALEXPLOIT AVAIL

n8n: Protection Bypass circumvents security controls

CVE-2025-68668
9.9
EPSS 13.2%
Code ExecutionAuth BypassAgentFrameworkPlugin
n8n166 ATLAS
CRITICALEXPLOIT AVAIL

langchain.js: Deserialization enables RCE

CVE-2025-68665
9.1
EPSS 0.8%
Supply ChainCode ExecutionData ExtractionFrameworkAgent
langchain.js3.2K5 ATLAS
CRITICALEXPLOIT AVAIL

cai-framework: Command Injection enables RCE

CVE-2025-67511
9.6
EPSS 2.0%
Code ExecutionPrompt InjectionAgentFramework
CWE-777 ATLAS
CRITICALKEVSCANNER

ray: Code Injection enables RCE

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

mlx: security flaw enables exploitation

CVE-2025-62608
9.1
EPSS 0.6%
Supply ChainCode ExecutionData ExtractionFrameworkTraining Data
mlxCWE-1224296 ATLAS
CRITICALEXPLOIT AVAIL

keras: Path Traversal enables file access

CVE-2025-12060
9.8
EPSS 0.6%
Supply ChainCode ExecutionFrameworkTraining Data
kerasPatch: 3.12.0CWE-224.1K4 ATLAS
CRITICALEXPLOIT AVAIL

mlflow: Path Traversal enables file access

CVE-2025-11201
9.8
EPSS 26.3%
Code ExecutionAuth BypassFramework
mlflowCWE-226956 ATLAS
CRITICALEXPLOIT AVAIL

keras: Deserialization enables RCE

CVE-2025-49655
9.8
EPSS 0.8%
Code ExecutionSupply ChainFrameworkModel
kerasPatch: 3.11.3CWE-5024.1K5 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.

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