---
title: CVE Explainer
emoji: 🛡️
colorFrom: red
colorTo: yellow
sdk: gradio
sdk_version: 6.31.0
app_file: app.py
short_description: Plain-English CVE summaries, risk & remediation
python_version: "3.12"
pinned: false
---

# CVE Explainer / Summarizer

Paste a **CVE ID** (e.g. `CVE-2024-3094`) or a raw vulnerability description to get:

- Plain-English summary
- Risk level (from CVSS when available)
- Remediation steps
- MITRE ATT&CK technique hints

Public metadata is loaded from the [CIRCL CVE API](https://cve.circl.lu/) (and NVD when reachable). Enable **Expand with AI** and set a Space secret `HF_TOKEN` (inference scope) for richer narratives via Hugging Face Inference Providers.

⚠️ For triage and awareness — always confirm impact against vendor advisories and your environment.