2 papers
cs.LG2024
Personalized Federated Learning for Statistical Heterogeneity
Muhammad Firdaus, Kyung-Hyune Rhee
The popularity of federated learning (FL) is on the rise, along with growing concerns about data privacy in artificial intelligence applications. FL facilitates collaborative multi…
cs.NI2022
A Joint Framework to Privacy-Preserving Edge Intelligence in Vehicular Networks
Muhammad Firdaus, Kyung-Hyune Rhee
The number of internet-connected devices has been exponentially growing with the massive volume of heterogeneous data generated from various devices, resulting in a highly intertwi…