---
title: DRIFT DGA Detector
emoji: 🛡️
colorFrom: green
colorTo: blue
sdk: gradio
sdk_version: 6.15.1
app_file: app.py
short_description: Classify domain names as Benign or DGA-generated
python_version: "3.12"
startup_duration_timeout: 30m
---

# DRIFT DGA Detector

Interactive demo of **DRIFT: Drift-Resilient Invariant-Feature Transformer for DGA Detection** (DSN 2026).

Enter a domain name and the model classifies it as **Benign** or **DGA-generated** using a dual-branch
Transformer architecture (character-level + WordPiece subword-level encoders).

- [Paper (arXiv)](https://arxiv.org/abs/2605.10436)
- [GitHub](https://github.com/snsec-net/2026-DSN-DRIFT)
- [Model weights](https://huggingface.co/snsec-net/dga-detector-drift26dsn)