---
title: Malware Detector Demo
emoji: 🛡️
colorFrom: green
colorTo: gray
sdk: static
pinned: true
---

# 🛡️ Malware Detector Demo

Interactive demo for the [malware-detector-rf](https://huggingface.co/dev9269/malware-detector-rf) model.

Upload PE files or feature vectors to classify them as malicious or benign using a Random Forest classifier trained on the EMBER dataset (~96% accuracy).

## Related
- [Model: malware-detector-rf](https://huggingface.co/dev9269/malware-detector-rf)
- [Model: ember-malware-rf](https://huggingface.co/dev9269/ember-malware-rf)
- [Source: GitHub](https://github.com/Dev9269/malware-detector)