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
3,590

AI/ML CVEs Tracked

481

Critical

95

New This Week

24

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 800 results — High severity, Active exploitation
HIGH EXPLOIT AVAIL

MLflow: path traversal via URI fragment reads arbitrary files

CVE-2024-1594
7.5
EPSS 0.7%
Data Extraction Data Leakage Framework Training Data
mlflow 690 5 ATLAS
HIGH EXPLOIT AVAIL

MLflow: path traversal via ';' smuggling exposes files

CVE-2024-1593
7.5
EPSS 0.7%
Data Extraction Auth Bypass Framework Training Data
mlflow 690 4 ATLAS
HIGH EXPLOIT AVAIL

MLflow: path traversal allows arbitrary directory deletion

CVE-2024-1560
8.1
EPSS 0.9%
Supply Chain DoS Auth Bypass Framework Training Data
mlflow 690 3 ATLAS
HIGH EXPLOIT AVAIL

MLflow: path traversal enables arbitrary file read

CVE-2024-1558
7.5
EPSS 0.9%
Data Extraction Data Leakage Framework
mlflow 690 5 ATLAS
HIGH EXPLOIT AVAIL SCANNER

MLflow: path traversal exposes arbitrary server files

CVE-2024-1483
7.5
EPSS 2.7%
Data Extraction Auth Bypass Framework Training Data
mlflow 690 5 ATLAS
HIGH EXPLOIT AVAIL SCANNER

Gradio: path traversal leaks arbitrary files, potential RCE

CVE-2024-1728
7.5
EPSS 85.4%
Data Extraction Code Execution Privacy Violation Framework API Inference
gradio 721 6 ATLAS
HIGH EXPLOIT AVAIL

Gradio: CI/CD command injection enables secrets exfil

CVE-2024-1540
8.2
EPSS 2.0%
Code Execution Supply Chain Framework
gradio 721 4 ATLAS
HIGH EXPLOIT AVAIL

LangChain: path traversal enables RCE and API key theft

CVE-2024-28088
8.1
EPSS 1.7%
Code Execution Data Leakage Supply Chain Framework Agent API
langchain CWE-22 3.0K 6 ATLAS
HIGH EXPLOIT AVAIL

libtiff: heap overflow DoS in vLLM inference via TIFF input

CVE-2023-52356
7.5
EPSS 2.2%
DoS Inference
rhaiis/vllm-cuda-rhel9 92 3 ATLAS
HIGH EXPLOIT AVAIL

libtiff: OOM DoS in vLLM inference container images

CVE-2023-52355
7.5
EPSS 1.8%
DoS Inference
rhaiis/vllm-cuda-rhel9 92 2 ATLAS
HIGH EXPLOIT AVAIL

TP-Link Tapo: hardcoded creds bypass login auth

CVE-2023-27098
7.5
EPSS 0.4%
Auth Bypass API
HIGH EXPLOIT AVAIL SCANNER

Gradio: path traversal grants arbitrary file read

CVE-2023-51449
7.5
EPSS 28.3%
Data Extraction Privacy Violation Framework Inference
gradio 721 5 ATLAS
HIGH EXPLOIT AVAIL

Transformers: unsafe deserialization enables RCE on load

CVE-2023-7018
7.8
EPSS 0.7%
Supply Chain Code Execution Framework Model
transformers 9.5K 5 ATLAS
HIGH EXPLOIT AVAIL

HuggingFace Transformers: RCE via unsafe deserialization

CVE-2023-6730
8.8
EPSS 0.9%
Supply Chain Code Execution Framework Model
transformers CWE-502 9.5K 5 ATLAS
HIGH EXPLOIT AVAIL SCANNER

MLflow: path traversal exposes arbitrary files (no auth)

CVE-2023-6909
7.5
EPSS 89.7%
Data Extraction Framework
mlflow 690 4 ATLAS
HIGH EXPLOIT AVAIL SCANNER

MLflow: path traversal allows arbitrary file write

CVE-2023-6831
8.1
EPSS 3.3%
Supply Chain Code Execution Framework Training Data
mlflow CWE-22 690 4 ATLAS
HIGH EXPLOIT AVAIL

Gradio: command injection enables RCE on ML servers

CVE-2023-6572
8.1
EPSS 1.7%
Code Execution Data Extraction Supply Chain Framework Inference API
gradio 721 5 ATLAS
HIGH EXPLOIT AVAIL

MLflow: path traversal exposes arbitrary file read/write

CVE-2023-6753
8.8
EPSS 1.1%
Data Extraction Code Execution Supply Chain Framework Training Data Model
mlflow 690 5 ATLAS
HIGH EXPLOIT AVAIL

MLflow: SSTI enables RCE in ML experiment tracking

CVE-2023-6709
8.8
EPSS 0.9%
Code Execution Supply Chain Data Extraction Framework Training Data
mlflow 690 5 ATLAS
HIGH EXPLOIT AVAIL SCANNER

MLflow: unauth REST API leaks sensitive ML data

CVE-2023-43472
7.5
EPSS 36.6%
Data Extraction Data Leakage Auth Bypass Framework API Training Data
mlflow 690 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?

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