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.

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

Latest AI Security Threats

Showing 20 of 1431 results — has patch
MEDIUMEXPLOIT AVAIL

Open WebUI: IDOR lets members tamper with admin messages

CVE-2026-45385
4.3
EPSS 0.3%
Auth BypassPrivacy ViolationAPIFramework
open-webuiPatch: 0.9.5CWE-63923 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: auth bypass exposes admin-restricted models

CVE-2026-45365
5.4
EPSS 0.2%
Auth BypassInferenceAPI
open-webuiPatch: 0.8.11CWE-28524 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: admin system prompts exposed to all users

CVE-2026-45351
6.5
EPSS 0.3%
Data LeakageAuth BypassData ExtractionAPIModelFramework
open-webuiPatch: 0.8.9CWE-20024 ATLAS
HIGHEXPLOIT AVAIL

open-webui: missing authz allows admin tool hijacking

CVE-2026-45350
7.1
EPSS 0.3%
Auth BypassCode ExecutionPluginAgent
open-webuiPatch: 0.8.6CWE-86224 ATLAS
HIGHEXPLOIT AVAIL

open-webui: auth bypass exposes all user chat histories

CVE-2026-45349
7.1
EPSS 0.2%
Auth BypassData ExtractionPrivacy ViolationAPIFramework
open-webuiPatch: 0.9.0CWE-63926 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: blind SSRF via PDF export HTML injection

CVE-2026-45347
4.3
EPSS 0.2%
Data ExtractionPrivacy ViolationInferenceAPI
open-webuiPatch: 0.5.11CWE-91823 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: IDOR allows unauthorized model modification

CVE-2026-45345
6.5
EPSS 0.2%
Auth BypassPrivacy ViolationAPIModel
open-webuiPatch: 0.5.7CWE-28524 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: API key restriction bypass via header swap

CVE-2026-45339
6.5
EPSS 0.3%
Auth BypassAPI
open-webuPatch: 0.9.0CWE-86324 ATLAS
HIGHEXPLOIT AVAIL

open-webui: SSRF via OAuth picture claim leaks internal data

CVE-2026-45338
7.7
EPSS 0.4%
Data ExtractionAuth BypassFrameworkAPI
open-webuiPatch: 0.9.0CWE-91825 ATLAS
HIGHEXPLOIT AVAIL

open-webui: SSRF bypass exposes cloud IAM credentials

CVE-2026-45331
8.5
EPSS 0.3%
Data ExtractionAuth BypassFrameworkAPI
open-webuiPatch: 0.9.0CWE-91824 ATLAS
MEDIUMEXPLOIT AVAIL

Open-WebUI: CSRF image URL leaks session cookies

CVE-2026-45317
4.6
EPSS 0.2%
Data LeakagePrivacy ViolationAuth BypassInferenceFramework
open-webuiPatch: 0.9.3CWE-2024 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: Stored XSS via Office file preview bypass

CVE-2026-45318
5.4
EPSS 0.2%
Code ExecutionData ExtractionAuth BypassFrameworkAPI
open-webuiPatch: 0.9.3CWE-7925 ATLAS
LOWEXPLOIT AVAIL

Open WebUI: read users can modify note pin state

CVE-2026-45316
3.5
EPSS 0.2%
Auth BypassAPIFramework
open-webuiPatch: 0.9.3CWE-86322 ATLAS
HIGHEXPLOIT AVAIL

Open WebUI: Stored XSS via webhook SVG profile image

CVE-2026-45314
--
EPSS 0.2%
Code ExecutionData ExtractionAuth BypassFrameworkAPI
open-webuiPatch: 0.9.3CWE-8725 ATLAS
HIGHEXPLOIT AVAIL

open-webui: stored XSS → JWT theft and admin takeover

CVE-2026-45315
8.7
EPSS 0.2%
Auth BypassData ExtractionCode ExecutionFrameworkAPIAgent
open-webuiPatch: 0.9.3CWE-7925 ATLAS
HIGH

SageMaker: RCE via poisoned Triton model artifacts in S3

CVE-2026-8597
7.2
EPSS 0.5%
Supply ChainCode ExecutionInferenceModel
sagemakerPatch: 2.257.2CWE-354503 ATLAS
HIGHEXPLOIT AVAIL

Open WebUI: XSS iframe allows auth token exfiltration

CVE-2026-45303
7.7
EPSS 0.2%
Data ExtractionCode ExecutionSocial EngineeringFrameworkAPI
open-webuiPatch: 0.6.5CWE-7927 ATLAS
HIGHEXPLOIT AVAIL

open-webui: BOLA exposes all users' uploaded files

CVE-2026-45301
8.1
EPSS 0.3%
Auth BypassData ExtractionPrivacy ViolationFrameworkAPI
open-webuiPatch: 0.3.16CWE-28424 ATLAS
MEDIUM

open-webui: Stored SVG XSS enables admin JWT theft

CVE-2026-45299
5.4
EPSS 0.2%
Code ExecutionData LeakageAuth BypassAPIFramework
open-webuiPatch: 0.8.0CWE-7925 ATLAS
MEDIUMEXPLOIT AVAIL

mistune: CSS injection enables phishing UI overlay

CVE-2026-44899
4.7
EPSS 0.2%
Social EngineeringData ExtractionPluginFramework
mistunePatch: 3.2.1CWE-795144 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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