Bosch's Model Extraction Attack For Video Classification

Team 17 - IIT Indore

Inter IIT Tech Meet 10.0

Folder Structure

• BlackBox_P1: Contains scripts for training the extracted model from SwinT victim under the Black Box setting. Refer to setup_readme within the folder for detailed instructions on running the code for training.

• BlackBox_P2: Contains scripts for training the extracted model from MoViNet victim under the Black Box setting. Refer to setup_readme within the folder for detailed instructions on running the code for training.

• GreyBox_P1: Contains scripts for training the extracted model from SwinT victim under the Grey Box setting. Refer to setup_readme within the folder for detailed instructions on running the code for training.

• GreyBox_P2: Contains scripts for training the extracted model from MoViNet victim under the Grey Box setting. Refer to setup_readme within the folder for detailed instructions on running the code for training.

• Evaluation_All - Contains Jupyter Notebooks for evaluation. Refer to eval_readme within the folder to get information on the setup and run environment.

Running Environment

Training codes were run on a single server equipped with NVIDIA V100 GPU. Evaluations codes were run on Google Colaboratory with a Pro Plus subscription.

Contributors

• Anup Kumar Gupta
• Rupesh Kumar
• Aryan Rastogi
• Siddesh Shelke
• Hasan Mustafa
• Safdar Inamdar
• Tanishq Selot
• Ashutosh Nayak