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 1527 results — Medium severity
MEDIUMEXPLOIT AVAIL

open-webui: Yjs auth bypass exposes all user notes

CVE-2026-54022
5.3
EPSS 0.3%
Auth BypassData ExtractionPrivacy ViolationAPIFramework
open-webuiPatch: 0.8.11CWE-70625 ATLAS
MEDIUM

open-webui: auth bypass reaches restricted Ollama backends

CVE-2026-54021
6.3
EPSS 0.3%
Auth BypassInferenceAPI
open-webuiPatch: 0.9.6CWE-86324 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: RAG ACL bypass exposes private KB chunks

CVE-2026-54019
6.5
EPSS 0.4%
Auth BypassData ExtractionData LeakageRAGFramework
open-webuiPatch: 0.9.6CWE-86225 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: BOLA exposes private knowledge base files

CVE-2026-54016
4.3
EPSS 0.3%
Auth BypassData ExtractionPrivacy ViolationAgentRAGFramework
open-webuiPatch: 0.9.6CWE-86226 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: IDOR exposes private prompt history

CVE-2026-54015
6.4
EPSS 0.3%
Auth BypassData ExtractionPrivacy ViolationAPIFramework
open-webuiPatch: 0.9.6CWE-63924 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: path traversal exposes sibling dirs

CVE-2026-54014
4.3
EPSS 0.4%
Data ExtractionInference
open-webuiPatch: 0.9.6CWE-2223 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: cross-user file read via auth bypass

CVE-2026-54009
6.5
EPSS 0.4%
Auth BypassData ExtractionPrivacy ViolationAPIFramework
open-webuiPatch: 0.9.6CWE-63924 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: auth bypass allows cross-user calendar injection

CVE-2026-54006
4.3
EPSS 0.3%
Auth BypassSocial EngineeringPrivacy ViolationFramework
open-webuiPatch: 0.9.6CWE-63925 ATLAS
MEDIUM

vLLM: decompression bomb OOM via audio endpoint

CVE-2026-54233
6.5
EPSS 0.4%
DoSInferenceAPI
vllmPatch: 0.24.0CWE-409943 ATLAS
MEDIUMEXPLOIT AVAILSCANNER

vLLM: heap address leak enables ASLR bypass

CVE-2026-54236
5.3
EPSS 0.9%
Data LeakageCode ExecutionInferenceAPI
vllmPatch: 0.24.0CWE-532943 ATLAS
MEDIUM

vllm: EXIF/tRNS preprocessing gap enables adversarial input

GHSA-8jr5-v98p-w75m
4.8
Adversarial ExamplesPrompt InjectionInferenceFramework
vllmCWE-436944 ATLAS
MEDIUM

vLLM: NaN/Inf bypass crashes GPU inference workers

CVE-2026-54235
6.5
EPSS 0.4%
DoSInference
vllmPatch: 0.24.0CWE-1287943 ATLAS
MEDIUM

n8n: viewer role can start/cancel/delete eval workflow runs

GHSA-664h-gpgq-h6xx
5.4
Auth BypassDoSAgentFramework
n8nPatch: 1.123.55CWE-863163 ATLAS
MEDIUM

vLLM: image metadata mishandling corrupts multimodal inputs

CVE-2026-12491
4.8
EPSS 0.2%
Adversarial ExamplesDoSInferenceModel
rhaiis/vllm-cpu-rhel9944 ATLAS
MEDIUM

n8n: decompression bomb DoS via public webhook

CVE-2026-54314
--
EPSS 0.5%
DoSAgentFramework
n8nPatch: 2.24.0CWE-409164 ATLAS
MEDIUM

pydantic-ai: SSRF IPv6 bypass exposes cloud IAM creds

CVE-2026-48782
6.8
EPSS 0.4%
Data ExtractionAuth BypassAgentFramework
pydantic-aiPatch: 1.102.0CWE-9185124 ATLAS
MEDIUM

n8n: read-only users can trigger workflow execution via API

GHSA-h3jj-5f3v-3685
6.4
Auth BypassAgent
n8nPatch: 2.26.2CWE-863163 ATLAS
MEDIUM

n8n: AST bypass leaks env vars in Python Task Runner

GHSA-jwm3-qcfw-c5pp
5.0
Data LeakageCode ExecutionAuth BypassAgentFramework
n8nPatch: 2.26.2CWE-693165 ATLAS
MEDIUM

n8n: reflected XSS in trigger nodes enables session hijack

CVE-2026-54303
--
EPSS 0.2%
Social EngineeringAuth BypassData ExtractionAgentFrameworkPlugin
n8nPatch: 2.24.0CWE-79164 ATLAS
MEDIUM

LangGraph SDK: path traversal bypasses proxy-layer authz

CVE-2026-48776
4.2
EPSS 0.2%
Auth BypassData ExtractionFrameworkAgent
langchain-aiCWE-223.2K3 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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