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
4,331

AI/ML CVEs Tracked

535

Critical

108

New This Week

25

In CISA KEV

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

Latest AI Security Threats

Showing 20 of 4331 results
CRITICAL

Langflow: auth bypass + unauthenticated RCE (CVSS 10)

CVE-2026-10561
10.0
EPSS 0.8%
Auth BypassCode ExecutionFramework
langflowPatch: 1.10.1CWE-945 ATLAS
CRITICAL

Langflow: auth bypass in MCP endpoint, CVSS 9.8

CVE-2026-7664
9.8
EPSS 0.5%
Auth BypassCode ExecutionData ExtractionFrameworkAgent
Langflow OSSCWE-2875 ATLAS
HIGH

Grafana: stored XSS in geomap bypasses CVE-2023-0507 fix

CVE-2026-9029
7.3
EPSS 0.3%
Code ExecutionData LeakageAuth BypassFrameworkAPI
github.com/grafana/grafanaPatch: 1.9.2-0.20260616075434-82ef13993059CWE-795144 ATLAS
MEDIUMEXPLOIT AVAIL

Langflow: code injection via Bundle URL Loader (PoC)

CVE-2026-12822
5.3
EPSS 0.3%
Code ExecutionData ExtractionFrameworkAgent
langflowCWE-744 ATLAS
MEDIUMEXPLOIT AVAIL

Flowise: path traversal in S3 loader exposes documents

CVE-2026-12821
6.3
EPSS 0.5%
Data ExtractionData LeakageAgentRAGFramework
FlowiseCWE-225 ATLAS
MEDIUMEXPLOIT AVAIL

Craft CMS: stored XSS hijacks admin panel sessions

CVE-2026-56393
4.8
EPSS 0.2%
Code ExecutionData ExtractionAuth BypassFrameworkPlugin
4 ATLAS
HIGHEXPLOIT AVAIL

picklescan: detection bypass enables RCE via pickle files

CVE-2025-71378
8.1
EPSS 0.5%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50234 ATLAS
HIGHEXPLOIT AVAIL

picklescan: detection bypass enables RCE via malicious models

CVE-2025-71357
8.1
EPSS 0.4%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50235 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scanner bypass enables RCE via pickle files

CVE-2025-71351
--
EPSS 0.6%
Supply ChainCode ExecutionModelFramework
picklescanCWE-18434 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scanner bypass enables supply chain RCE

CVE-2025-71348
8.1
EPSS 0.6%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50235 ATLAS
MEDIUMEXPLOIT AVAIL

litellm: authorization bypass exposes user list

CVE-2026-12799
4.3
EPSS 0.4%
Auth BypassData ExtractionAPIInference
litellmCWE-26664 ATLAS
MEDIUMEXPLOIT AVAIL

litellm: SSRF in MCP OpenAPI spec loader endpoint

CVE-2026-12798
6.3
EPSS 0.4%
Data ExtractionAuth BypassSupply ChainInferenceAgentPlugin
litellmCWE-91864 ATLAS
HIGHEXPLOIT AVAIL

litellm: auth bypass in SSO debug exposes LLM proxy

CVE-2026-12795
7.3
EPSS 0.8%
Auth BypassData ExtractionCode ExecutionInferenceAPIFramework
litellmCWE-28765 ATLAS
MEDIUMEXPLOIT AVAIL

litellm: auth bypass in banned keywords enterprise hook

CVE-2026-12797
6.3
EPSS 0.4%
Auth BypassPrompt InjectionInferenceAPIFramework
litellmCWE-28564 ATLAS
MEDIUMEXPLOIT AVAIL

litellm: SSO session expiration allows auth persistence

CVE-2026-12796
6.3
EPSS 0.6%
Auth BypassData ExtractionInferenceAPI
litellmCWE-61364 ATLAS
MEDIUMEXPLOIT AVAIL

litellm: SSRF in MCP server exposes cloud metadata

CVE-2026-12774
6.3
EPSS 0.4%
Auth BypassData ExtractionCode ExecutionInferenceAPIAgent
litellmCWE-91865 ATLAS
MEDIUMEXPLOIT AVAIL

litellm: session expiration bypass in proxy auth

CVE-2026-12772
6.3
EPSS 0.4%
Auth BypassData ExtractionInferenceAPI
litellmCWE-61365 ATLAS
HIGHEXPLOIT AVAIL

litellm: auth bypass in MCP proxy, no credentials required

CVE-2026-12773
7.3
EPSS 1.0%
Auth BypassData ExtractionData LeakageAPIInferenceAgent
litellmPatch: 1.84.0CWE-28765 ATLAS
HIGHEXPLOIT AVAIL

litellm: JWT auth bypass in M2M proxy handler

CVE-2026-12771
7.5
EPSS 0.4%
Auth BypassInferenceAPI
litellmCWE-26665 ATLAS
HIGHEXPLOIT AVAIL

litellm: auth bypass in Admin Key Handler endpoint

CVE-2026-12770
8.8
EPSS 0.6%
Auth BypassDoSInferenceAPI
litellmCWE-26664 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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