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
2,374

AI/ML CVEs Tracked

344

Critical

407

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
UNKNOWN EXPLOIT AVAIL

jupyter-server: CORS bypass enables arbitrary code execution

CVE-2026-6657
--
EPSS 0.1%
Auth Bypass Code Execution Framework
CWE-346 5 ATLAS
CRITICAL EXPLOIT AVAIL

transformers: trust_remote_code bypass enables RCE via model load

CVE-2026-5241
9.6
EPSS 0.4%
Supply Chain Code Execution Framework Model
transformers CWE-829 8.3K 5 ATLAS
HIGH EXPLOIT AVAIL

MLflow: AI Gateway leaks cloud credentials via env injection

CVE-2026-4035
7.7
EPSS 0.3%
Data Extraction Auth Bypass Code Execution Framework API Inference
mlflow CWE-201 655 5 ATLAS
HIGH EXPLOIT AVAIL

jupyter-server: path traversal exposes sibling dir files

CVE-2026-5422
8.1
EPSS 0.5%
Data Extraction Code Execution Framework Training Data
jupyter CWE-23 1.9K 4 ATLAS
UNKNOWN EXPLOIT AVAIL

MLflow: auth bypass exposes gateway secrets and keys

CVE-2026-3198
--
EPSS 0.2%
Auth Bypass Data Extraction Framework API
mlflow CWE-284 655 5 ATLAS
MEDIUM EXPLOIT AVAIL

hermes-agent: auth bypass exposes Anthropic API credentials

CVE-2026-10548
5.3
EPSS 0.1%
Auth Bypass Data Extraction Agent API
5 ATLAS
MEDIUM EXPLOIT AVAIL

Edimax BR-6478AC: RCE via command injection in Wi-Fi handler

CVE-2026-10166
6.3
EPSS 1.1%
Code Execution Auth Bypass Inference API
4 ATLAS
MEDIUM EXPLOIT AVAIL

Edimax BR-6478AC: RCE via rootAPmac command injection

CVE-2026-10127
6.3
EPSS 1.3%
Code Execution Data Extraction Inference API
4 ATLAS
MEDIUM EXPLOIT AVAIL

BoxLite: sandbox timeout bypass enables DoS via SIGALRM

CVE-2026-47213
6.5
EPSS 0.4%
DoS Code Execution Agent Inference
boxlite CWE-404 5 4 ATLAS
HIGH EXPLOIT AVAIL

Froxlor: symlink-following grants customer root SSH access

CVE-2026-41236
8.8
EPSS 0.6%
Auth Bypass Code Execution Inference Framework
froxlor/froxlor Patch: 2.3.7 CWE-59 479 4 ATLAS
HIGH EXPLOIT AVAIL

Froxlor: shell whitelist bypass grants host shell access

CVE-2026-41235
--
EPSS 0.4%
Auth Bypass Code Execution API Inference
froxlor/froxlor Patch: 2.3.7 CWE-863 479 4 ATLAS
MEDIUM EXPLOIT AVAIL

local-deep-research: SSRF via URL parser differential bypass

CVE-2026-46526
5.0
EPSS 0.2%
Auth Bypass Data Extraction Agent
local-deep-research Patch: 1.6.10 CWE-918 3 ATLAS
UNKNOWN EXPLOIT AVAIL

vllm: trust_remote_code bypass enables RCE via HuggingFace

CVE-2026-4944
--
EPSS 0.7%
Supply Chain Code Execution Inference Model
vllm CWE-22 130 5 ATLAS
CRITICAL EXPLOIT AVAIL

langroid: Prompt-to-SQL injection enables RCE on DB host

CVE-2026-25879
9.8
EPSS 0.7%
Prompt Injection Code Execution Data Extraction Agent Framework
langroid Patch: 0.63.0 CWE-89 4 6 ATLAS
MEDIUM EXPLOIT AVAIL

Gradio: cookie injection hijacks cross-Space sessions

CVE-2026-48545
6.8
EPSS 0.4%
Auth Bypass Privacy Violation Data Leakage Inference Framework
gradio CWE-384 685 3 ATLAS
HIGH EXPLOIT AVAIL

Langflow: DoS via uncontrolled resource consumption

CVE-2026-7528
7.5
EPSS 0.2%
DoS Framework
langflow CWE-400 3 ATLAS
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

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

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.

Start 14-Day Free Trial