EdgeSecureDP: Strengthening IoHTs Differential Privacy Through Graphvariate Skellam
AI Summary1 min read
TL;DR
EdgeSecureDP enhances differential privacy in IoHTs using Graphvariate Skellam, improving security for federated learning in healthcare applications like remote patient monitoring.
EdgeSecureDP: Strengthening IoHTs Differential Privacy Through Graphvariate Skellam
Mohamed Amjath; Shagufta Henna
https://doi.org/10.1109/ACCESS.2024.3523749
Volume 13
The Internet of Health Things (IoHTs) has transformed healthcare systems, facilitating remote patient monitoring and personalized treatment. Federated Learning (FL) has emerged as a promising solution, enabling decentralized devices to collaboratively train machine learning models while ensuring privacy and security in healthcare applications. Differential Privacy (DP) is used to enhance privacy i...