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04/26/2023
Fair Selection of Edge Nodes to Participate in Clustered Federated Multitask Learning
Clustered federated Multitask learning is introduced as an efficient tec...
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11/02/2022
Continual Conscious Active Fine-Tuning to Robustify Online Machine Learning Models Against Data Distribution Shifts
Unlike their offline traditional counterpart, online machine learning mo...
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04/29/2022
Exploration and Exploitation in Federated Learning to Exclude Clients with Poisoned Data
Federated Learning (FL) is one of the hot research topics, and it utiliz...
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02/28/2022
Hierarchical Multi-Agent DRL-Based Framework for Joint Multi-RAT Assignment and Dynamic Resource Allocation in Next-Generation HetNets
This paper considers the problem of cost-aware downlink sum-rate maximiz...
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08/16/2021
Client Selection Approach in Support of Clustered Federated Learning over Wireless Edge Networks
Clustered Federated Multitask Learning (CFL) was introduced as an effici...
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07/13/2021
Emotion Recognition for Healthcare Surveillance Systems Using Neural Networks: A Survey
Recognizing the patient's emotions using deep learning techniques has at...
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06/20/2021
Fine-Grained Data Selection for Improved Energy Efficiency of Federated Edge Learning
In Federated edge learning (FEEL), energy-constrained devices at the net...
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04/03/2021
Deep Reinforcement Learning Powered IRS-Assisted Downlink NOMA
In this work, we examine an intelligent reflecting surface (IRS) assiste...
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03/30/2021
Threshold-Based Data Exclusion Approach for Energy-Efficient Federated Edge Learning
Federated edge learning (FEEL) is a promising distributed learning techn...
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02/03/2021
DQN-Based Multi-User Power Allocation for Hybrid RF/VLC Networks
In this paper, a Deep Q-Network (DQN) based multi-agent multi-user power...
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12/13/2020
Federated Mimic Learning for Privacy Preserving Intrusion Detection
Internet of things (IoT) devices are prone to attacks due to the limitat...
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08/05/2020
A Survey on Security and Privacy Issues in Edge Computing-Assisted Internet of Things
Internet of Things (IoT) is an innovative paradigm envisioned to provide...
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07/08/2020
Green-PoW: An Energy-Efficient Blockchain Proof-of-Work Consensus Algorithm
This paper opts to mitigate the energy-inefficiency of the Blockchain Pr...
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04/23/2020
Outage Analysis of Cognitive Electric Vehicular Networks over Mixed RF/VLC Channels
Modern transportation infrastructures are considered as one of the main ...
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02/04/2020
Local Bitcoin Network Simulator for Performance Evaluation using Lightweight Virtualization
This paper presents a new blockchain network simulator that uses bitcoin...
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01/10/2020
Exploiting Unlabeled Data in Smart Cities using Federated Learning
Privacy concerns are considered one of the main challenges in smart citi...
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01/07/2020
Federated Learning for Localization: A Privacy-Preserving Crowdsourcing Method
Received Signal Strength (RSS) fingerprint-based localization attracted ...
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12/24/2019
On Sharing Models Instead of Data using Mimic learning for Smart Health Applications
Electronic health records (EHR) systems contain vast amounts of medical ...
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06/21/2019
B-Ride: Ride Sharing with Privacy-preservation, Trust and Fair Payment atop Public Blockchain
Ride-sharing is a service that enables drivers to share their trips with...
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04/11/2019
Detecting Sybil Attacks using Proofs of Work and Location in VANETs
In this paper, we propose a Sybil attack detection scheme using proofs o...
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11/14/2018
Blockchain-based Firmware Update Scheme Tailored for Autonomous Vehicles
Recently, Autonomous Vehicles (AVs) have gained extensive attention from...
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09/19/2018
Efficient and Privacy-Preserving Ride Sharing Organization for Transferable and Non-Transferable Services
Ride-sharing allows multiple persons to share their trips together in on...
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09/19/2018
Efficient and Privacy-Preserving Ride SharingOrganization for Transferable andNon-Transferable Services
Ride-sharing allows multiple persons to share their trips together in on...
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12/13/2017
Ergodic Capacity Analysis of Wireless Powered AF Relaying Systems over α-μ Fading Channels
In this paper, we consider a two-hop amplify-and-forward (AF) relaying s...
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12/13/2017
On the Capacity of Wireless Powered Cognitive Relay Network with Interference Alignment
In this paper, a two-hop decode-and-forward cognitive radio system with ...
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12/13/2017