2 citations · 5 across the 5 of their papers we have counts for
5 papers
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…
Digital Privacy Under Attack: Challenges and Enablers
Baobao Song, Shiva Raj Pokhrel, Mengyue Deng +3
We present a comprehensive analysis of privacy attacks and countermeasures in data-driven systems. We systematically categorize attacks targeting three domains: anonymous data (lin…
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…
Distributed Differentially Private Ranking Aggregation
Baobao Song, Qiujun Lan, Yang Li +1
Ranking aggregation is commonly adopted in cooperative decision-making to assist in combining multiple rankings into a single representative. To protect the actual ranking of each…