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

LangChain: deserialization poisons LLM chat history

CVE-2026-44843
8.2
EPSS 0.4%
Prompt InjectionCode ExecutionSupply ChainFrameworkAgent
langchain-corePatch: 1.3.3CWE-5026.3K5 ATLAS
HIGHEXPLOIT AVAIL

Open WebUI: path traversal + file upload leads to RCE

CVE-2026-44566
7.3
EPSS 0.3%
Code ExecutionSupply ChainInferenceModel
open-webuiPatch: 0.1.124CWE-2225 ATLAS
HIGHEXPLOIT AVAIL

Open WebUI: auth bypass gives pending users full LLM access

CVE-2026-44567
7.3
EPSS 0.2%
Auth BypassData ExtractionDoSAPIInference
open-webuiPatch: 0.1.124CWE-86224 ATLAS
HIGHEXPLOIT AVAIL

open-webui: XSS via XLSX preview enables session hijack

CVE-2026-44549
7.3
EPSS 0.3%
Code ExecutionData ExtractionAuth BypassFrameworkAPI
open-webuiPatch: 0.8.0CWE-7927 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: XSS in pending overlay enables session hijack

CVE-2026-44568
4.8
EPSS 0.2%
Data ExtractionCode ExecutionSocial EngineeringInferenceFramework
open-webuiPatch: 0.9.0CWE-7924 ATLAS
MEDIUM

open-webui: RAG auth bypass exposes private files

CVE-2026-44560
6.5
EPSS 0.4%
Auth BypassData ExtractionPrivacy ViolationRAGAPIFramework
open-webuiPatch: 0.9.0CWE-86225 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: auth bypass exposes private group channels

CVE-2026-44561
5.4
EPSS 0.2%
Auth BypassData ExtractionPrivacy ViolationAPI
open-webuiPatch: 0.9.0CWE-28424 ATLAS
MEDIUM

open-webui: auth bypass in collaborative doc editing

CVE-2026-44564
5.4
EPSS 0.2%
Auth BypassPrompt InjectionDoSAPIFramework
open-webuiPatch: 0.9.0CWE-86324 ATLAS
MEDIUM

open-webui: auth bypass exposes restricted LLM models

CVE-2026-44563
5.4
EPSS 0.2%
Auth BypassData ExtractionInferenceAPI
open-webuiPatch: 0.9.0CWE-86225 ATLAS
MEDIUM

open-webui: missing authz enables model hijacking

CVE-2026-44562
6.5
EPSS 0.3%
Auth BypassModel PoisoningData ExtractionModelAPIFramework
open-webuiPatch: 0.9.0CWE-86225 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: private channel member list exposed to any user

CVE-2026-44559
4.3
EPSS 0.2%
Auth BypassData ExtractionPrivacy ViolationAPIFramework
open-webuiPatch: 0.9.0CWE-86224 ATLAS
MEDIUM

open-webui: auth bypass exposes all knowledge base metadata

CVE-2026-44557
4.3
EPSS 0.2%
Auth BypassData ExtractionPrivacy ViolationRAGFrameworkAPI
open-webuiPatch: 0.9.0CWE-20025 ATLAS
HIGH

open-webui: RAG poisoning via unauthorized KB overwrite

CVE-2026-44554
8.1
EPSS 0.3%
Auth BypassModel PoisoningPrompt InjectionRAGAPIFramework
open-webuiPatch: 0.9.0CWE-86228 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: permission bypass exposes channels publicly

CVE-2026-44558
5.4
EPSS 0.2%
Auth BypassData LeakageAPIFramework
open-webuiPatch: 0.9.0CWE-86323 ATLAS
HIGH

open-webui: auth bypass allows unrestricted model access

CVE-2026-44556
7.1
EPSS 0.3%
Auth BypassDoSData ExtractionAPIInferenceModel
open-webuiPatch: 0.9.0CWE-28428 ATLAS
HIGHEXPLOIT AVAIL

open-webui: access control bypass via model chaining

CVE-2026-44555
7.6
EPSS 0.3%
Auth BypassAPIModelInference
open-webuiPatch: 0.9.0CWE-86224 ATLAS
HIGH

open-webui: Redis cache poisoning enables cross-instance tool hijack

CVE-2026-44552
8.7
EPSS 0.3%
Supply ChainData ExtractionPrompt InjectionAgentPluginFramework
open-webuiPatch: 0.9.0CWE-66826 ATLAS
HIGH

open-webui: stale Socket.IO role allows cross-user note R/W

CVE-2026-44553
8.1
EPSS 0.3%
Auth BypassData ExtractionPrivacy ViolationAPIFramework
open-webuiPatch: 0.9.0CWE-38425 ATLAS
MEDIUM

open-webui: mass assignment enables cross-user folder injection

CVE-2026-44550
5.0
EPSS 0.3%
Auth BypassSocial EngineeringPrivacy ViolationFrameworkAPI
open-webuiPatch: 0.9.0CWE-86224 ATLAS
CRITICALSCANNER

open-webui: LDAP auth bypass — full account takeover

CVE-2026-44551
9.1
EPSS 1.5%
Auth BypassData ExtractionFrameworkAPI
open-webuiPatch: 0.9.0CWE-28724 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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