Collusive_Gradient_inversion_attack

Code repository for paper "On Quantifying the Gradient Inversion Risk of Data Reuse in Federated Learning Systems", SRDS2024.

To run this file

• pip install -r requirements.txt
• python cgi.py

Note

• arguments are in 'arguments.py'

Configuration

• mdlg: multi-servers gradient inversion
• mdlg_mt: multi-servers gradient inversion for multiple tasks