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 533 results — Critical severity
CRITICAL

n8n: Command Injection enables RCE

CVE-2026-25053
9.9
EPSS 0.6%
Code ExecutionData ExtractionAuth BypassAgentFrameworkPlugin
n8nCWE-78169 ATLAS
CRITICAL

n8n: security flaw enables exploitation

CVE-2026-25052
9.9
EPSS 0.3%
Auth BypassData ExtractionData LeakageAgentFrameworkAPI
n8nCWE-367169 ATLAS
CRITICAL

n8n: security flaw enables exploitation

CVE-2026-25049
9.9
EPSS 1.6%
Code ExecutionData ExtractionAuth BypassAgentFrameworkAPI
n8nCWE-913168 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
CRITICAL

vllm: Code Injection enables RCE

CVE-2026-22807
9.8
EPSS 1.0%
Supply ChainCode ExecutionFrameworkInferenceModel
vllmCWE-94947 ATLAS
CRITICALEXPLOIT AVAIL

n8n: Code Injection enables RCE

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

n8n: Code Injection enables RCE

CVE-2026-21877
9.9
EPSS 5.4%
Code ExecutionAuth BypassSupply ChainAgentFrameworkPlugin
n8nCWE-94169 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
CRITICAL

smolagents: RCE via pickle deserialization in executor

CVE-2025-14931
10.0
EPSS 1.2%
Code ExecutionSupply ChainAgentFramework
smolagentsCWE-5021115 ATLAS
CRITICAL

ClipBucket: hardcoded default admin creds enable takeover

CVE-2025-67418
9.8
EPSS 0.5%
Auth BypassAPI
2 ATLAS
CRITICAL

ollama: Missing Auth allows unauthenticated access

CVE-2025-63389
9.8
EPSS 0.7%
Auth BypassData ExtractionSupply ChainInferenceAPIModel
ollama1.9K9 ATLAS
CRITICALEXPLOIT AVAIL

cai-framework: Command Injection enables RCE

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

ray: security flaw enables exploitation

CVE-2025-34351
--
EPSS 0.5%
Auth BypassCode ExecutionModel PoisoningFrameworkTraining DataInference
rayCWE-3046428 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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