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

95

New This Week

25

In CISA KEV

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

Latest AI Security Threats

Showing 20 of 1431 results — has patch
HIGH

OpenClaw: forged identity headers bypass proxy auth

GHSA-rggc-m335-3wvj
--
Auth BypassAgentAPI
openclawPatch: 2026.5.18CWE-26933 ATLAS
HIGH

OpenClaw: TOCTOU in shell wrapper bypasses command allowlist

GHSA-2j8v-hwgc-x698
--
Auth BypassCode ExecutionAgent
OpenclawPatch: 2026.5.18CWE-28434 ATLAS
MEDIUM

OpenClaw: exec denylist bypass in bundled MCP loopback

GHSA-qh2f-99mv-mrcf
--
Auth BypassCode ExecutionAgentPlugin
openclawPatch: 2026.5.12CWE-7833 ATLAS
HIGH

OpenClaw: truncated approval UI masks exec payload

GHSA-xww8-gqvh-92x9
8.0
Auth BypassCode ExecutionSocial EngineeringAgentPlugin
openclawPatch: 2026.5.18CWE-28433 ATLAS1 incident
CRITICALEXPLOIT AVAIL

mcp-memory-service: auth bypass on document API

CVE-2026-50027
9.8
EPSS 1.0%
Auth BypassData LeakageData ExtractionAPIAgentRAG
mcp-memory-servicePatch: 10.67.1CWE-3062.8K4 ATLAS
MEDIUM

OpenClaw: MCP SSE redirect leaks Authorization headers

GHSA-9c3v-684m-579c
6.5
Auth BypassData LeakageAgentPlugin
openclawPatch: 2026.6.5CWE-20033 ATLAS1 incident
HIGHEXPLOIT AVAIL

Gradio: path traversal in FileExplorer leaks files

CVE-2026-49119
7.5
EPSS 0.7%
Data LeakagePrivacy ViolationFramework
gradioPatch: 6.16.0CWE-227353 ATLAS
HIGHEXPLOIT AVAIL

auth-fetch-mcp: SSRF bypass via IPv6 loopback

CVE-2026-49857
7.4
EPSS 0.5%
Auth BypassData LeakageAgentPlugin
auth-fetch-mcpPatch: 3.0.2CWE-9184 ATLAS
HIGHEXPLOIT AVAIL

Ray: RCE via pickle/torch deserialization in WebDataset

CVE-2026-57516
8.8
EPSS 0.9%
Supply ChainCode ExecutionTraining DataFramework
rayPatch: 2.56.0CWE-5026424 ATLAS
MEDIUMEXPLOIT AVAIL

Keras: incomplete fix reopens HDF5 arbitrary file read

CVE-2026-12480
5.5
EPSS 0.2%
Data LeakageSupply ChainPrivacy ViolationModelTraining Data
kerasPatch: 3.12.3CWE-734.1K4 ATLAS
CRITICALEXPLOIT AVAILSCANNER

Langflow: authenticated RCE enables credential theft

CVE-2026-7873
9.9
EPSS 6.2%
Code ExecutionData LeakagePrivacy ViolationFrameworkAgent
langflowPatch: 1.10.1.rc0CWE-944 ATLAS
HIGH

Claude Code: worktree bug enables sandbox-escape RCE

CVE-2026-55607
--
EPSS 0.7%
Code ExecutionPrompt InjectionSupply ChainAgent
@anthropic-ai/claude-codePatch: 2.1.163CWE-225 ATLAS
MEDIUM

Pterodactyl panel: email endpoint leaks user enumeration

GHSA-j7f5-gfqm-pcx3
--
Privacy ViolationAuth Bypass
pterodactyl/panelPatch: 1.12.3CWE-204514
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
LOW

Snipe-IT: auth bypass exposes S3 signature image URLs

CVE-2026-55542
--
EPSS 0.3%
Auth BypassData LeakageAPI
snipe/snipe-itPatch: 8.5.1CWE-8629.8K3 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

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?

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