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
2,375

AI/ML CVEs Tracked

336

Critical

408

New This Week

18

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 1069 results — Active exploitation
HIGH EXPLOIT AVAIL

LiteLLM: privilege escalation to proxy_admin via /user/update

CVE-2026-47102
8.8
EPSS 0.4%
Auth Bypass Data Extraction Inference API
litellm CWE-863 6 5 ATLAS
HIGH EXPLOIT AVAIL

LiteLLM: RBAC bypass enables proxy admin escalation

CVE-2026-47101
8.8
EPSS 0.5%
Auth Bypass Data Extraction API Inference Framework
litellm CWE-863 6 5 ATLAS
HIGH EXPLOIT AVAIL

mcp-server-kubernetes: auth bypass enables full cluster RCE

CVE-2026-46519
8.8
EPSS 0.4%
Auth Bypass Code Execution Agent Plugin
mcp-server-kubernetes Patch: 3.6.0 CWE-863 1 5 ATLAS
HIGH EXPLOIT AVAIL

lmdeploy: hardcoded trust_remote_code enables RCE

CVE-2026-46432
7.8
EPSS 0.1%
Supply Chain Code Execution Inference Model Framework
lmdeploy Patch: 0.13.0 CWE-94 8.3K 5 ATLAS
MEDIUM EXPLOIT AVAIL

MLflow: missing authz exposes all model versions

CVE-2026-2734
6.5
EPSS 0.4%
Auth Bypass Data Extraction Privacy Violation Framework Model
mlflow Patch: 3.10.0 CWE-284 655 4 ATLAS
CRITICAL EXPLOIT AVAIL

MLflow: cross-origin bypass enables RCE via AI agent

CVE-2026-2611
9.6
EPSS 0.3%
Auth Bypass Code Execution Agent Framework
mlflow Patch: 3.10.0 CWE-346 655 5 ATLAS
HIGH EXPLOIT AVAIL

MLflow: insecure tmp dir perms enable model artifact RCE

CVE-2026-4137
7.0
EPSS 0.2%
Code Execution Supply Chain Framework Model
mlflow Patch: 3.11.0 CWE-378 655 4 ATLAS
CRITICAL EXPLOIT AVAIL

ChromaDB: pre-auth RCE via trust_remote_code injection

CVE-2026-45829
--
EPSS 9.7%
Code Execution Auth Bypass Supply Chain RAG Framework Agent
chromadb CWE-94 1.2K 6 ATLAS
HIGH EXPLOIT AVAIL

Bert-VITS2: path traversal exposes ML training filesystem

CVE-2026-8756
7.3
EPSS 0.5%
Data Extraction Code Execution Framework Training Data
CWE-22 4 ATLAS
HIGH EXPLOIT AVAIL

@budibase/server: SSRF in AI Extract bypasses IP blacklist

CVE-2026-45548
7.7
EPSS 0.3%
Data Extraction Auth Bypass Agent Framework
@budibase/server Patch: 3.34.8 CWE-918 5 ATLAS
HIGH EXPLOIT AVAIL

Microsoft APM: symlink attack leaks host files in agent deps

CVE-2026-45539
7.4
EPSS 0.7%
Supply Chain Data Extraction Agent Framework
apm Patch: 0.13.0 CWE-59 5 ATLAS
HIGH EXPLOIT AVAIL SCANNER

MLflow: auth bypass exposes Job API and trace injection

CVE-2026-2652
8.6
EPSS 1.3%
Auth Bypass Data Extraction Code Execution Framework Training Data
mlflow Patch: 3.11.0 CWE-305 655 4 ATLAS
CRITICAL EXPLOIT AVAIL

deepseek-tui: prompt injection enables zero-approval RCE

CVE-2026-45311
9.6
EPSS 0.4%
Prompt Injection Code Execution Data Extraction Agent Plugin
deepseek-tui Patch: 0.8.23 CWE-94 7 ATLAS
HIGH EXPLOIT AVAIL

deepseek-tui: SSRF bypass leaks cloud IAM credentials

CVE-2026-45310
7.4
EPSS 0.2%
Prompt Injection Data Extraction Auth Bypass Agent Plugin
deepseek-tui Patch: 0.8.22 CWE-918 5 ATLAS
HIGH EXPLOIT AVAIL

open-webui: code exec gate bypass via API endpoint

CVE-2026-45672
8.8
EPSS 0.4%
Auth Bypass Code Execution Framework Inference
open-webui Patch: 0.8.12 CWE-863 5 ATLAS
HIGH EXPLOIT AVAIL

Open WebUI: auth bypass enables mass file deletion

CVE-2026-45671
8.0
EPSS 0.3%
Auth Bypass Data Extraction DoS RAG Framework
open-webui Patch: 0.9.0 CWE-639 4 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: unauth endpoint drains embedding budget/DoS

CVE-2026-45667
6.5
EPSS 0.3%
Auth Bypass DoS Inference API
open-webui Patch: 0.8.0 CWE-862 5 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: IDOR exposes cross-user note data

CVE-2026-45666
6.5
EPSS 0.3%
Auth Bypass Data Extraction Privacy Violation API Framework
open-webui Patch: 0.8.11 CWE-639 4 ATLAS
HIGH EXPLOIT AVAIL

open-webui: Stored XSS enables Super Admin session hijack

CVE-2026-45665
8.1
EPSS 0.3%
Auth Bypass Social Engineering Data Extraction API Framework
open-webui Patch: 0.8.0 CWE-79 5 ATLAS
HIGH EXPLOIT AVAIL

open-webui: auth bypass exposes any user's private files via RAG

CVE-2026-45402
8.1
EPSS 0.3%
Auth Bypass Data Extraction Data Leakage RAG Framework Agent
open-webui Patch: 0.9.5 CWE-639 5 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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