https://github.com/cschell/who-is-alyx-code

Code for preprocessing and training models on the Who is Alyx? dataset for XR user identification using behavioral biometrics
https://github.com/cschell/who-is-alyx-code

Last synced: 5 months ago
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Code for preprocessing and training models on the Who is Alyx? dataset for XR user identification using behavioral biometrics

• Host: GitHub
• URL: https://github.com/cschell/who-is-alyx-code
• Owner: cschell
• License: other
• Created: 2024-12-28T16:00:43.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-12-28T16:04:35.000Z (over 1 year ago)
• Last Synced: 2025-09-05T15:12:11.379Z (9 months ago)
• Language: Python
• Size: 46.9 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: Readme.md
  • License: License.md
  • Citation: Citation.cff

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README

          
# Who Is Alyx? Dataset Processing and Models

This repository contains the code used for preprocessing and training the models described in our paper ["Who Is Alyx? A New Behavioral Biometric Dataset for User Identification in XR"](https://www.frontiersin.org/articles/10.3389/frvir.2023.1272234).

## Repository Structure

The repository is organized into two main parts:

1. **Data Preparation**: Scripts for preparing the Who is Alyx dataset for training. For details, see the [data preparation README](data_preparation/Readme.md).

2. **Model Training**: Code for training and evaluating the CNN and GRU models. For details, see the [training README](machine_learning/Readme.md).

## Citation

If you use this code in your research, please cite our paper:

```bibtex

@article{RackWhoAlyxNew2023,

    title = {{{Who Is Alyx}}? A New Behavioral Biometric Dataset for User Identification in {{XR}}},

    author = {Rack, Christian and Fernando, Tamara and Yalcin, Murat and Hotho, Andreas and Latoschik, Marc Erich},

    date = {2023},

    journaltitle = {Frontiers in Virtual Reality},

    volume = {4},

    issn = {2673-4192},

    doi = {10.3389/frvir.2023.1272234},

    url = {https://www.frontiersin.org/articles/10.3389/frvir.2023.1272234}

}

```

## License

This work by Christian Rack, Tamara Fernando, Murat Yalcin, Andreas Hotho and Marc E. Latoschik is licensed under CC BY-NC-SA 4.0.