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06/30/2023
Improving Federated Aggregation with Deep Unfolding Networks
The performance of Federated learning (FL) is negatively affected by dev...
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06/27/2023
Quantum Federated Learning: Analysis, Design and Implementation Challenges
Quantum Federated Learning (QFL) has gained significant attention due to...
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06/26/2023
Performance Analysis and Evaluation of Post Quantum Secure Blockchained Federated Learning
Post-quantum security is critical in the quantum era. Quantum computers,...
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06/20/2023
Decentralized Quantum Federated Learning for Metaverse: Analysis, Design and Implementation
With the emerging developments of the Metaverse, a virtual world where p...
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05/24/2023
On Correlated Knowledge Distillation for Monitoring Human Pose with Radios
In this work, we propose and develop a simple experimental testbed to st...
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04/26/2023
Secure Communication Model For Quantum Federated Learning: A Post Quantum Cryptography (PQC) Framework
We design a model of Post Quantum Cryptography (PQC) Quantum Federated L...
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02/26/2023
Post Quantum Secure Blockchain-based Federated Learning for Mobile Edge Computing
Mobile Edge Computing (MEC) has been a promising paradigm for communicat...
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02/18/2023
Digital Privacy Under Attack: Challenges and Enablers
Users have renewed interest in protecting their private data in the digi...
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11/03/2022
Fair and Efficient Distributed Edge Learning with Hybrid Multipath TCP
The bottleneck of distributed edge learning (DEL) over wireless has shif...
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09/17/2022
Understand-Before-Talk (UBT): A Semantic Communication Approach to 6G Networks
In Shannon theory, semantic aspects of communication were identified but...
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08/22/2022
A Survey of Distributed Ledger Technology for IoT Verticals
The Internet of Things (IoT) and Distributed ledger technology (DLT) hav...
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06/26/2022
FAIR-BFL: Flexible and Incentive Redesign for Blockchain-based Federated Learning
Vanilla Federated learning (FL) relies on the centralized global aggrega...
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05/29/2021
Learning to Harness Bandwidth with Multipath Congestion Control and Scheduling
Multipath TCP (MPTCP) has emerged as a facilitator for harnessing and po...
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07/17/2020
Towards Enabling Critical mMTC: A Review of URLLC within mMTC
Massive machine-type communication (mMTC) and ultra-reliable and low-lat...
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02/06/2020
Optimal Centralized Dynamic-Time-Division-Duplex
In this paper, we derive the optimal centralized dynamic-time-division-d...
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12/13/2019