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 544 results — Medium severity, has patch
MEDIUM

n8n: editor-level access leaks credential headers

CVE-2026-59209
6.5
EPSS 0.4%
Auth BypassData LeakageAgentAPI
n8nPatch: 1.123.61CWE-200163 ATLAS
MEDIUM

Open WebUI: arena bypass reaches restricted models

CVE-2026-59225
5.4
EPSS 0.4%
Auth BypassModelInference
open-webuiPatch: 0.10.0CWE-86223 ATLAS
MEDIUM

Open WebUI: IDOR lets read-only users write/delete files

CVE-2026-59212
5.4
EPSS 0.4%
Auth BypassRAGFramework
open-webuiPatch: 0.10.0CWE-86323 ATLAS
MEDIUM

Open WebUI: SSRF via web-fetch blocklist bypass

CVE-2026-59223
4.3
EPSS 0.4%
Auth BypassData LeakageRAGPlugin
open-webuiPatch: 0.10.0CWE-69322 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: channel IDOR leaks tool-server API keys

CVE-2026-59222
--
EPSS 0.5%
Data LeakageAuth BypassPrivacy ViolationPluginAgentAPI
open-webuiPatch: 0.10.0CWE-20023 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: read-only users can inject files into RAG KBs

CVE-2026-59217
4.3
EPSS 0.4%
Auth BypassPrompt InjectionRAGAPI
open-webuiPatch: 0.10.0CWE-86222 ATLAS
MEDIUM

n8n: multi-issuer JWT sub collision bypasses auth

CVE-2026-59208
6.8
EPSS 0.3%
Auth BypassPrivacy ViolationAgent
n8nPatch: 2.28.1CWE-287164 ATLAS
MEDIUM

n8n: MCP tool bypasses credential domain allowlist

CVE-2026-59207
6.5
EPSS 0.4%
Auth BypassData LeakageAgentPlugin
n8nPatch: 2.28.1CWE-693163 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: ReDoS in skill mentions blocks event loop

CVE-2026-59220
6.5
EPSS 0.6%
DoSFrameworkPlugin
open-webuiPatch: 0.10.0CWE-133322 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: image-edit API bypasses admin permission gate

CVE-2026-59227
4.3
EPSS 0.4%
Auth BypassAPIPlugin
open-webuiPatch: 0.10.0CWE-86223 ATLAS
MEDIUM

Open WebUI: timing leak enables account enumeration

CVE-2026-59218
5.3
EPSS 0.4%
Privacy ViolationAuth BypassFramework
open-webuiPatch: 0.10.0CWE-20821 ATLAS
MEDIUM

LiteLLM: Zip Slip in Skills upload allows file write

CVE-2026-59820
6.5
EPSS 0.6%
Code ExecutionAPIPlugin
litellmPatch: 1.83.7CWE-2263 ATLAS
MEDIUM

LiteLLM: admin-scope local file read via OIDC ref

CVE-2026-59819
4.9
EPSS 0.6%
Data LeakageData ExtractionAPIFramework
litellmPatch: 1.83.10CWE-7362 ATLAS
MEDIUM

n8n: auth bypass moves workflows across project folders

CVE-2026-59253
5.0
EPSS 0.3%
Auth BypassAgent
n8nPatch: 2.28.0CWE-639161 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: Stored XSS via HTML upload enables admin RCE

CVE-2025-46571
--
EPSS 0.4%
Code ExecutionSocial EngineeringData LeakageFramework
open-webuiPatch: 0.6.6CWE-7923 ATLAS
MEDIUMEXPLOIT AVAIL

onnx: crafted model triggers SIGSEGV in version_converter

CVE-2026-44512
5.5
EPSS 0.2%
DoSSupply ChainModelFramework
onnxPatch: 1.22.0CWE-4761.1K3 ATLAS
MEDIUM

vLLM: malformed prompt embeds crash serving via M-RoPE

CVE-2026-55514
6.5
EPSS 0.7%
DoSInferenceModel
vllmPatch: 0.24.0CWE-617943 ATLAS
MEDIUMEXPLOIT AVAIL

Coder: CORS bypass via workspace subdomain proxy

CVE-2026-55438
5.8
EPSS 0.2%
Auth BypassData LeakageTraining DataAPI
github.com/coder/coder/v2Patch: 2.34.2CWE-3466.3K2 ATLAS
MEDIUM

Coder: stored XSS in agent logs risks admin session

CVE-2026-55437
5.4
EPSS 0.3%
Social EngineeringData LeakageAgent
github.com/coder/coder/v2Patch: 2.34.2CWE-796.3K2 ATLAS
MEDIUM

Coder AI Bridge: suspended user auth bypass

CVE-2026-55435
5.4
EPSS 0.3%
Auth BypassAPIAgent
github.com/coder/coder/v2Patch: 2.34.2CWE-8636.3K4 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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