9 citations · 24 across the 13 of their papers we have counts for
3 papers · 1 filter
Post Quantum Secure Blockchain-based Federated Learning for Mobile Edge Computing
Rongxin Xu, Shiva Raj Pokhrel, Qiujun Lan +1
Mobile Edge Computing (MEC) has been a promising paradigm for communicating and edge processing of data on the move. We aim to employ Federated Learning (FL) and prominent features…
A Survey of Distributed Ledger Technology for IoT Verticals
Rongxin Xu, Qiujun Lan, Shiva Raj Pokhrel +1
The Internet of Things (IoT) and Distributed ledger technology (DLT) have significantly changed our daily lives. Due to their distributed operational environment and naturally dece…
FAIR-BFL: Flexible and Incentive Redesign for Blockchain-based Federated Learning
Rongxin Xu, Shiva Raj Pokhrel, Qiujun Lan +1
Vanilla Federated learning (FL) relies on the centralized global aggregation mechanism and assumes that all clients are honest. This makes it a challenge for FL to alleviate the si…