57 citations · 95 across the 51 of their papers we have counts for
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orb-QFL: Orbital Quantum Federated Learning
Dev Gurung, Shiva Raj Pokhrel
Recent breakthroughs in quantum computing present transformative opportunities for advancing Federated Learning (FL), particularly in non-terrestrial environments characterized by…
sat-QFL: Secure Quantum Federated Learning for Low Orbit Satellites
Dev Gurung, Shiva Raj Pokhrel
Low Earth orbit (LEO) constellations violate core assumptions of standard (quantum) federated learning (FL): client-server connectivity is intermittent, participation is time varyi…
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…