vigimella/mouse-dynamics-plot-generation

MDPG is a script written in Python language able to convert the user's sessions stored in Balabit Mouse-Dynamics-Challenge into images.

MDPG (Mouse Dynamics Plot Generator)

MDPG is a script written in Python language able to convert the user's sessions stored in Balabit Mouse-Dynamics-Challenge into images. As a consequence of a less number of sessions, we also used the augmentation technique.

Installation

Install requirements.txt

  pip install -r requirements.txt

Environment Variables

To run this project, you will need to download the main repository, and add the following environment variables to your .env file

TRAINING_FOLDER_URL = 'path/to/training_files'

TEST_FOLDER_URL = 'path/to/test_files'

Authors

• @Vigimella
• @FrancescoMercaldo

Acknowledgements

The authors would like to thank the 'Trust, Security and Privacy' research group within the Institute of Informatics and Telematics (CNR - Pisa, Italy), that support their researches.

A special thanks to Fülöp, Á., Kovács, L., Kurics, T., Windhager-Pokol, E. (2016). Balabit Mouse Dynamics Challenge data set. Available at: https://github.com/balabit/Mouse-Dynamics-Challenge