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
3,018

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 1048 results — Medium severity
MEDIUM EXPLOIT AVAIL

open-webui: missing authz exposes admin prompts

CVE-2024-7045
4.3
EPSS 0.4%
Auth Bypass Data Leakage API Framework
open-webui CWE-862 4 5 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: Stored XSS via file upload, session hijack

CVE-2024-7044
6.8
EPSS 0.5%
Auth Bypass Data Extraction Social Engineering Framework API
open-webui CWE-79 4 5 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: path traversal allows arbitrary file write/RCE

CVE-2024-7034
6.5
EPSS 2.5%
Code Execution Supply Chain Framework Inference API
open-webui CWE-22 4 4 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: path traversal allows file write and RCE

CVE-2024-7033
6.5
EPSS 1.1%
Code Execution DoS Framework Inference
open-webui CWE-29 4 3 ATLAS
MEDIUM EXPLOIT AVAIL

llama-index: DoS via infinite recursion in web reader

CVE-2024-12910
5.9
EPSS 0.6%
DoS Supply Chain Framework RAG
llama-index Patch: 0.12.9 CWE-400 244 4 ATLAS
MEDIUM

BentoML: open redirect exposes ML teams to phishing

GHSA-564p-rx2q-4c8v
6.1
Social Engineering Auth Bypass Framework Inference
bentoml CWE-601 20 5 ATLAS
MEDIUM EXPLOIT AVAIL

MLflow: passwordless accounts enable persistent backdoor

CVE-2025-1474
5.5
EPSS 0.3%
Auth Bypass Supply Chain Model Poisoning Framework Training Data Model
mlflow CWE-521 674 5 ATLAS
MEDIUM EXPLOIT AVAIL

Gradio: open redirect exposes AI demo users to phishing

CVE-2024-8021
6.1
EPSS 0.7%
Social Engineering Auth Bypass Framework API
gradio CWE-601 669 4 ATLAS
MEDIUM EXPLOIT AVAIL

MLflow: unconstrained input causes UI denial of service

CVE-2024-6838
5.3
EPSS 0.6%
DoS Framework
mlflow CWE-400 674 3 ATLAS
MEDIUM EXPLOIT AVAIL

TorchServe: unverified S3 bucket exposes benchmark data

CVE-2024-6577
6.3
EPSS 0.4%
Supply Chain Data Leakage Data Extraction Framework Inference
torchserve 24.2K 3 ATLAS
MEDIUM EXPLOIT AVAIL

Gradio: NTFS ADS bypass exposes blocked file paths

CVE-2024-12217
5.3
EPSS 0.6%
Data Extraction Data Leakage Auth Bypass Framework API
gradio CWE-22 669 3 ATLAS
MEDIUM EXPLOIT AVAIL

langchain-core: file read via prompt template inputs

CVE-2024-10940
5.3
EPSS 0.4%
Data Extraction Data Leakage Privacy Violation Framework Agent
langchain-core Patch: 0.1.53 CWE-497 5.5K 4 ATLAS
MEDIUM EXPLOIT AVAIL

vLLM: DoS via unbounded grammar cache exhausts disk

CVE-2025-29770
6.5
EPSS 0.4%
DoS Inference Framework API
vllm CWE-770 130 4 ATLAS
MEDIUM EXPLOIT AVAIL

picklescan: ZIP spoof lets malicious PyTorch models bypass scan

CVE-2025-1944
6.5
EPSS 0.3%
Supply Chain Code Execution Framework Model
picklescan Patch: 0.0.23 CWE-345 3 5 ATLAS
MEDIUM

Ray: Redis password exposed via plaintext logging

CVE-2025-1979
6.4
EPSS 0.2%
Data Leakage Data Extraction Framework Training Data
ray Patch: 2.43.0 CWE-532 619 4 ATLAS
MEDIUM EXPLOIT AVAIL

picklescan: scanner bypass enables supply chain RCE

CVE-2025-1716
--
EPSS 1.7%
Supply Chain Code Execution Model Framework
picklescan Patch: 0.0.22 CWE-184 3 5 ATLAS
MEDIUM EXPLOIT AVAIL

picklescan: extension bypass enables RCE on model load

CVE-2025-1889
--
EPSS 0.4%
Supply Chain Code Execution Model Framework
picklescan Patch: 0.0.22 CWE-646 3 5 ATLAS
MEDIUM EXPLOIT AVAIL SCANNER

Label Studio: reflected XSS via label_config param

CVE-2025-25296
6.1
EPSS 1.9%
Code Execution Data Extraction Training Data Framework
label-studio Patch: 1.16.0 CWE-79 1 4 ATLAS
MEDIUM EXPLOIT AVAIL

serialize-javascript: XSS via regex in AI/ML dashboards

CVE-2024-11831
5.4
EPSS 1.1%
Supply Chain Code Execution Data Extraction Framework Plugin
odh-kf-notebook-controller-rhel8 3.0K 4 ATLAS
MEDIUM

Jobify WP: missing authz allows OpenAI key abuse, SSRF

CVE-2024-13698
6.5
EPSS 0.3%
Auth Bypass DoS Data Extraction API Plugin
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.

Need deeper analysis?

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