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 1432 results — Active exploitation
MEDIUM EXPLOIT AVAIL

vllm: unauthenticated DoS in OpenAI-compatible serving path

CVE-2026-9540
5.3
EPSS 0.4%
DoS Inference API
vllm CWE-404 130 3 ATLAS
MEDIUM EXPLOIT AVAIL

cline-mcp-memory-bank: path traversal in memory init

CVE-2026-9468
6.3
EPSS 0.3%
Data Extraction Code Execution Agent Plugin
CWE-22 5 ATLAS
MEDIUM EXPLOIT AVAIL

Notebook Pro: DoS via oversized notebook name input

CVE-2018-25378
6.2
EPSS 0.1%
DoS Framework
CWE-789 2 ATLAS
CRITICAL EXPLOIT AVAIL

MLflow: auth bypass on artifact uploads enables RCE

CVE-2026-2651
9.0
EPSS 0.3%
Supply Chain Auth Bypass Code Execution Model Inference Framework
mlflow/mlflow CWE-862 680 4 ATLAS
CRITICAL EXPLOIT AVAIL

Boxlite: read-only bypass enables host code execution

CVE-2026-46695
10.0
EPSS 0.3%
Code Execution Supply Chain Data Leakage Agent Framework
boxlite-cli Patch: 0.9.0 CWE-284 4 ATLAS
HIGH EXPLOIT AVAIL

LiteLLM: privilege escalation to proxy_admin via /user/update

CVE-2026-47102
8.8
EPSS 0.7%
Auth Bypass Data Extraction Inference API
litellm Patch: 1.83.10 CWE-863 6 5 ATLAS
HIGH EXPLOIT AVAIL

LiteLLM: RBAC bypass enables proxy admin escalation

CVE-2026-47101
8.8
EPSS 0.7%
Auth Bypass Data Extraction API Inference Framework
litellm Patch: 1.83.14 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-2026-46517
7.8
EPSS 0.1%
Supply Chain Code Execution Inference Framework
lmdeploy CWE-94 130 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 9.2K 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-284 680 4 ATLAS
HIGH EXPLOIT AVAIL

diffusers: TOCTOU race bypasses trust_remote_code, RCE

CVE-2026-45804
7.5
EPSS 0.3%
Supply Chain Code Execution Framework Model
diffusers Patch: 0.38.0 CWE-367 425 5 ATLAS
CRITICAL EXPLOIT AVAIL SCANNER

9router: unauthenticated RCE exposes LLM API keys

CVE-2026-46339
10.0
EPSS 2.4%
Auth Bypass Code Execution Data Extraction Plugin API Agent
9router Patch: 0.4.37 CWE-78 1.7K 8 ATLAS
CRITICAL EXPLOIT AVAIL

MLflow: cross-origin bypass enables RCE via AI agent

CVE-2026-2611
9.6
EPSS 0.4%
Auth Bypass Code Execution Agent Framework
mlflow Patch: 3.10.0 CWE-346 680 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-378 680 4 ATLAS
CRITICAL EXPLOIT AVAIL

ChromaDB: pre-auth RCE via trust_remote_code injection

CVE-2026-45829
10.0
EPSS 12.4%
Code Execution Auth Bypass Supply Chain RAG Framework Agent
chromadb CWE-94 1.4K 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 16 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 18.9%
Auth Bypass Data Extraction Code Execution Framework Training Data
mlflow Patch: 3.11.0 CWE-305 680 4 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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