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
3,021

AI/ML CVEs Tracked

424

Critical

113

New This Week

19

In CISA KEV

Sort: Date CVSS EPSS KEV first Most exploited
Filter: All Critical High Medium KEV only Active exploitation Has patch No patch

Latest AI Security Threats

Showing 20 of 1076 results — has patch
MEDIUM

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

CVE-2026-59212
5.4
EPSS 0.3%
Auth Bypass RAG Framework
open-webui Patch: 0.10.0 CWE-863 4 3 ATLAS
MEDIUM

Open WebUI: SSRF via web-fetch blocklist bypass

CVE-2026-59223
4.3
EPSS 0.2%
Auth Bypass Data Leakage RAG Plugin
open-webui Patch: 0.10.0 CWE-693 4 2 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: channel IDOR leaks tool-server API keys

CVE-2026-59222
--
EPSS 0.3%
Data Leakage Auth Bypass Privacy Violation Plugin Agent API
open-webui Patch: 0.10.0 CWE-200 4 3 ATLAS
LOW EXPLOIT AVAIL

Open WebUI: IDOR leaks private channel/DM threads

CVE-2026-59215
3.1
EPSS 0.3%
Auth Bypass Data Leakage Framework
open-webui Patch: 0.10.0 CWE-639 4 1 ATLAS
LOW EXPLOIT AVAIL

Open WebUI: cache leak exposes cross-user model lists

CVE-2026-59213
3.5
EPSS 0.3%
Data Leakage Privacy Violation API Inference
open-webui Patch: 0.10.0 CWE-524 4 1 ATLAS
MEDIUM EXPLOIT AVAIL

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

CVE-2026-59217
4.3
EPSS 0.3%
Auth Bypass Prompt Injection RAG API
open-webui Patch: 0.10.0 CWE-862 4 2 ATLAS
HIGH EXPLOIT AVAIL

Open WebUI: session hijack enables cross-user code exec

CVE-2026-59216
7.7
EPSS 0.3%
Auth Bypass Code Execution Privacy Violation Agent Plugin
open-webui Patch: 0.10.0 CWE-94 4 4 ATLAS
HIGH EXPLOIT AVAIL

Open WebUI: revoked JWTs bypass WebSocket auth

CVE-2026-59219
7.1
EPSS 0.3%
Auth Bypass Data Leakage Framework API
open-webui Patch: 0.10.0 CWE-613 4 2 ATLAS
MEDIUM

n8n: multi-issuer JWT sub collision bypasses auth

CVE-2026-59208
6.8
EPSS 0.3%
Auth Bypass Privacy Violation Agent
n8n Patch: 2.28.1 CWE-287 16 4 ATLAS
MEDIUM

n8n: MCP tool bypasses credential domain allowlist

CVE-2026-59207
6.5
EPSS 0.3%
Auth Bypass Data Leakage Agent Plugin
n8n Patch: 2.28.1 CWE-693 16 3 ATLAS
HIGH

n8n: prototype pollution lets guests hit admin APIs

CVE-2026-59206
7.1
EPSS 0.4%
Auth Bypass Privacy Violation Agent Framework API
n8n Patch: 1.123.61 CWE-1321 16 2 ATLAS
LOW EXPLOIT AVAIL

Open WebUI: unauth Socket.IO bypass alters doc state

CVE-2026-59715
3.1
EPSS 0.2%
Auth Bypass Framework
open-webui Patch: 0.10.0 CWE-306 4 1 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: ReDoS in skill mentions blocks event loop

CVE-2026-59220
6.5
EPSS 0.4%
DoS Framework Plugin
open-webui Patch: 0.10.0 CWE-1333 4 2 ATLAS
LOW

Open WebUI: deactivated users retain automation access

CVE-2026-59226
3.1
EPSS 0.3%
Auth Bypass Agent Model
open-webui Patch: 0.10.0 CWE-285 4 1 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: image-edit API bypasses admin permission gate

CVE-2026-59227
4.3
EPSS 0.3%
Auth Bypass API Plugin
open-webui Patch: 0.10.0 CWE-862 4 3 ATLAS
MEDIUM

Open WebUI: timing leak enables account enumeration

CVE-2026-59218
5.3
EPSS 0.2%
Privacy Violation Auth Bypass Framework
open-webui Patch: 0.10.0 CWE-208 4 1 ATLAS
HIGH

Open WebUI: Pyodide sandbox bypass reaches admin RCE

CVE-2026-59214
7.3
EPSS 0.3%
Code Execution Auth Bypass Data Leakage Framework Agent Plugin
open-webui Patch: 0.10.0 CWE-79 4 3 ATLAS
HIGH EXPLOIT AVAIL

Serena: unauth dashboard API enables RCE via memory poisoning

CVE-2026-49471
8.3
EPSS 0.3%
Auth Bypass Prompt Injection Code Execution Agent API
serena-agent Patch: 1.5.2 CWE-306 6 ATLAS
HIGH

LiteLLM: MCP auth bypass via fabricated OAuth header

CVE-2026-59822
8.2
EPSS 0.3%
Auth Bypass API Agent Plugin
litellm Patch: 1.84.0 CWE-287 6 3 ATLAS
HIGH

LiteLLM: code exec via unsandboxed Custom Guardrails

CVE-2026-59821
7.2
EPSS 0.4%
Code Execution Data Leakage Framework API Plugin
litellm Patch: 1.82.0 CWE-94 6 3 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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