Neerav Nishant

Application of WG-CNN Neural Network Approach Based on Early Flood Detection using Satellite Images

2023

Natural disasters, such as hurricanes and earthquakes, often cause flooding in underdeveloped countries, leading to devastating loss of life and property. Providing communities with advance notice of an impending flood helps solve this problem by …

Investigating privacy-preserving machine learning for healthcare data sharing through federated learning

2023 · THE SCIENTIFIC TEMPER

Privacy-Preserving Machine Learning (PPML) is a pivotal paradigm in healthcare research, offering innovative solutions to the challenges of data sharing and privacy preservation. In the context of Federated Learning, this paper investigates the implementation of …