Federated Gradient Inversion Attack
Project Github This project demonstrates a Federated Gradient Inversion Attack based on the Deep Leakage from Gradients (DLG) paper. The goal is to show how an adversary can reconstruct client training data from shared gradients in a federated learning (FL) setting.
Dec 10, 2025
FOGSense
A novel Freezing of Gait detection system for Parkinson’s disease patients utilizing Gramian Angular Field transformations and federated deep learning with wearable sensors data. The system achieves 86.99% accuracy with multi-channel CNN processing of accelerometer data.
Apr 1, 2025