Dataset: Privacy-Preserving Gaze Data Streaming in Immersive Interactive Virtual Reality: Robustness and User Experience.

DatasetThis repository contains the dataset from 'Privacy-Preserving Gaze Data Streaming in Immersive Interactive Virtual Reality: Robustness and User Experience'. The dataset features both raw and processed files from the two experiments described in the paper.

File StructureThe root directory contains `raw` and `processed` folders. The `raw` folder features raw experiment files for each participant. Every participant is assigned a unique random ID and has corresponding event, headset, and validation files for the first experiment. Participants from the second experiment feature an additional survey file. The files in the `processed` folder report localized gaze angles useful for passing into eye tracking authentication/ re-identification models. `Example Videos` directory contains example videos. Exact data from the videos is not present in this dataset. 

The following represents the structure of the dataset (raw.zip and processed.zip) : 

.├── raw│   ├── E1  // experiment 1│   │   ├── cAaxbaeB    // first participant│   │   │   ├── event_data.csv│   │   │   ├── headset_data.csv│   │   │   └── validation_data.csv│   │   ├── dzJnzpbc    // second participant│   │   │   ├── event_data.csv│   │   │   ├── headset_data.csv│   │   │   └── validation_data.csv│   │   ├── ...│   │   └── zYCeDYZm    // last participant│   │       ├── event_data.csv│   │       ├── headset_data.csv│   │       └── validation_data.csv│   └── E2  // experiment 2│       ├── AILlOGYd    // first participant│       │   ├── event_data.csv│       │   ├── headset_data.csv│       │   ├── survey_data.csv│       │   └── validation_data.csv│       ├── AYfIOdjS    // second participant│       │   ├── event_data.csv│       │   ├── headset_data.csv│       │   ├── survey_data.csv│       │   └── validation_data.csv│       ├── ...│       └── zDLzkWoS    // last participant│           ├── event_data.csv│           ├── headset_data.csv│           ├── survey_data.csv│           └── validation_data.csv├── processed│   ├── E1  // experiment 1│   │   ├── cAaxbaeB.csv    // first participant│   │   ├── dzJnzpbc.csv    // second participant│   │   ...│   │   └── zYCeDYZm.csv    // last participant│   └── E2  // experiment 2│       ├── AILlOGYd.csv    // first participant│       ├── AYfIOdjS.csv    // second participant│       ├── ...│       └── zDLzkWoS.csv    // last participant

License

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

See LICENSE.md for more details.

CitationWhen using the dataset, cite our work (to be updated upon publication):

@article{wilson_privacy_2024,  title={Privacy-Preserving Gaze Data Streaming in Immersive Interactive Virtual Reality: Robustness and User Experience},  author={Wilson, Ethan and Ibragimov, Azim and Proulx, Michael and Tetali, Sai Deep and Butler, Kevin and Jain, Eakta},  journal={IEEE Transactions on Visualization and Computer Graphics},  volume={},  number={},  year={2024},  pages={},  doi={}}