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 615 results — Active exploitation, has patch
CRITICALEXPLOIT AVAIL

SiYuan: XSS→RCE via workspace sync in Electron app

CVE-2026-54158
9.9
EPSS 0.4%
Code ExecutionData ExtractionSupply ChainRAGFramework
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260628153353-2d5d72223df4CWE-795145 ATLAS
MEDIUMEXPLOIT AVAIL

Gogs: XSS via data URI in ipynb sanitizer endpoint

CVE-2026-52816
--
EPSS 0.7%
Code ExecutionData LeakageAuth BypassAPI
gogs.io/gogsPatch: 0.14.3CWE-791.9K5 ATLAS
HIGHEXPLOIT AVAIL

Gogs LFS: cross-tenant object disclosure via dedupe bypass

CVE-2026-52812
--
EPSS 0.2%
Data ExtractionAuth BypassTraining DataModel
gogs.io/gogsPatch: 0.14.3CWE-3452.8K5 ATLAS
HIGHEXPLOIT AVAIL

Gogs: Stored XSS via .ipynb Markdown re-render bypass

CVE-2026-52798
8.9
EPSS 0.4%
Code ExecutionData ExtractionSupply ChainFrameworkAPI
gogs.io/gogsPatch: 0.14.3CWE-793.0K5 ATLAS
HIGHEXPLOIT AVAIL

Budibase: SSRF via DNS rebinding in automation steps

CVE-2026-54353
8.5
EPSS 0.2%
Auth BypassData ExtractionData LeakageAgentAPI
@budibase/backend-corePatch: 3.39.9CWE-367165 ATLAS
CRITICALEXPLOIT AVAIL

Budibase: zip symlink bypass exposes all server secrets

CVE-2026-54352
9.6
EPSS 0.5%
Data ExtractionAuth BypassSupply ChainFrameworkAPIInference
@budibase/serverPatch: 3.39.9CWE-2267 ATLAS
MEDIUMEXPLOIT AVAIL

Keras: path traversal via layer names allows arbitrary file write

CVE-2026-12479
6.1
EPSS 0.4%
Supply ChainCode ExecutionFrameworkModel
kerasPatch: 3.12.3CWE-224.1K4 ATLAS
HIGHEXPLOIT AVAIL

Chainlit: session hijacking via WebSocket restoration

CVE-2026-56104
8.2
EPSS 0.4%
Auth BypassData ExtractionFrameworkAgent
chainlitPatch: 2.10.1CWE-862415 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
CRITICALEXPLOIT AVAIL

Langflow: TAR symlink traversal enables full RCE

CVE-2026-55447
9.6
EPSS 0.7%
Code ExecutionAuth BypassData ExtractionFrameworkRAGAgent
langflowPatch: 1.9.2CWE-616 ATLAS
HIGHEXPLOIT AVAIL

Langflow: pre-auth DoS via malformed multipart boundary

CVE-2026-55446
7.5
EPSS 0.6%
DoSAuth BypassFramework
langflowPatch: 1.0.19CWE-4003 ATLAS
MEDIUMEXPLOIT AVAIL

Langflow: logout fails to clear session tokens

CVE-2026-55423
6.1
EPSS 0.2%
Auth BypassData ExtractionFrameworkAgent
langflowPatch: 1.7.0CWE-6133 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
HIGHEXPLOIT AVAIL

jupyterlab-git: excluded_paths bypass exposes secrets

CVE-2026-54528
7.1
EPSS 0.4%
Auth BypassData ExtractionFrameworkPlugin
jupyterlab-gitPatch: 0.54.0CWE-1781.9K5 ATLAS
CRITICALEXPLOIT AVAIL

jupyterlab-git: stored XSS escalates to full RCE

CVE-2026-54527
9.0
EPSS 0.5%
Code ExecutionData ExtractionAuth BypassPluginFramework
@jupyterlab/gitPatch: 0.54.0CWE-791.9K6 ATLAS
HIGHEXPLOIT AVAIL

Home Assistant Konnected: auth bypass leaks alarm panel state

CVE-2026-54317
7.6
EPSS 0.3%
Auth BypassData ExtractionDoSPlugin
homeassistantPatch: 2026.6.0CWE-2005144 ATLAS
MEDIUMEXPLOIT AVAIL

tract-onnx: path traversal exposes arbitrary local files

CVE-2026-55832
6.1
EPSS 0.2%
Supply ChainData ExtractionModelInference
tract-onnxPatch: 0.21.17CWE-221.1K4 ATLAS
MEDIUMEXPLOIT AVAIL

nl-portal: GraphQL SSRF exposes Objecten-API auth token

CVE-2026-55414
5.3
EPSS 0.4%
Auth BypassData ExtractionPrivacy ViolationAPIFramework
nl.nl-portal:formPatch: 3.0.4CWE-8626423 ATLAS
MEDIUMEXPLOIT AVAIL

nl-portal documenten-api: IDOR exposes citizen documents

CVE-2026-54683
6.5
EPSS 0.4%
Auth BypassData ExtractionPrivacy ViolationAPI
nl.nl-portal:documenten-apiPatch: 3.0.3CWE-2856423 ATLAS
CRITICALEXPLOIT AVAILSCANNER

Langflow: unauthenticated upload → DoS + path disclosure

CVE-2026-55450
9.3
EPSS 1.2%
Auth BypassDoSData LeakageFrameworkAgent
langflowPatch: 1.9.1CWE-4005 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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