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
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
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
HIGHEXPLOIT AVAIL

open-webui: SSRF via redirect bypass in Playwright loader

CVE-2026-54018
7.7
EPSS 0.4%
Auth BypassData ExtractionRAGFramework
open-webuiPatch: 0.9.6CWE-91824 ATLAS
HIGHEXPLOIT AVAIL

open-webui: double-encoded path traversal in terminal proxy

CVE-2026-54017
7.7
EPSS 0.5%
Data ExtractionCode ExecutionFrameworkAgent
open-webuiPatch: 0.9.6CWE-2224 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
HIGHEXPLOIT AVAIL

Open WebUI: stored SVG XSS enables full account takeover

CVE-2026-54013
7.6
EPSS 0.3%
Auth BypassCode ExecutionData ExtractionAPIFramework
open-webuiPatch: 0.9.6CWE-7924 ATLAS
HIGHEXPLOIT AVAIL

Open WebUI: auth bypass enables cross-user file read/delete

CVE-2026-54012
7.1
EPSS 0.3%
Auth BypassData ExtractionData LeakageRAGAgentFramework
open-webuiPatch: 0.9.6CWE-28425 ATLAS
HIGHEXPLOIT AVAIL

Open WebUI: Stored XSS via Mermaid loose mode in preview

CVE-2026-54011
8.7
EPSS 0.3%
Code ExecutionData ExtractionAuth BypassFrameworkPlugin
open-webuiPatch: 0.9.6CWE-7925 ATLAS
HIGHEXPLOIT AVAIL

Open WebUI: IDOR allows cross-user file read and delete

CVE-2026-54010
8.3
EPSS 0.4%
Auth BypassData ExtractionPrivacy ViolationFrameworkAPI
open-webuiPatch: 0.9.6CWE-28424 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
HIGHEXPLOIT AVAIL

open-webui: SSRF via OAuth picture redirect bypass

CVE-2026-54008
8.5
EPSS 0.3%
Data ExtractionPrivacy ViolationAPIInference
open-webuiPatch: 0.9.6CWE-91824 ATLAS
HIGHEXPLOIT AVAIL

open-webui: cross-origin postMessage forces model execution

CVE-2026-54007
--
EPSS 0.2%
Prompt InjectionAuth BypassCode ExecutionAPIAgent
open-webuiPatch: 0.9.6CWE-34625 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
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
CRITICALEXPLOIT AVAIL

vllm: auth bypass exposes OpenAI inference API

CVE-2026-48746
9.1
EPSS 1.2%
Auth BypassDoSData ExtractionInferenceAPI
vllmPatch: 0.22.0CWE-444946 ATLAS
MEDIUMEXPLOIT AVAIL

Langflow: unauth file read via Shareable Playground

CVE-2026-48520
6.1
EPSS 0.4%
Data ExtractionData LeakageAuth BypassFrameworkAgent
langflowPatch: 1.10.0CWE-735 ATLAS
CRITICALEXPLOIT AVAIL

Langflow: unauthenticated RCE via Shareable Playground

CVE-2026-48519
9.6
EPSS 0.8%
Code ExecutionAuth BypassFrameworkAgent
langflowPatch: 1.9.2CWE-945 ATLAS
MEDIUMEXPLOIT AVAIL

Langflow: path traversal enables arbitrary file write

CVE-2026-42867
6.5
EPSS 0.5%
Code ExecutionData LeakageSupply ChainFrameworkRAG
langflowPatch: 1.9.0CWE-223 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?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

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