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Running on Zero
Running on Zero
| 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) |