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07/17/2023
A Secure Aggregation for Federated Learning on Long-Tailed Data
As a distributed learning, Federated Learning (FL) faces two challenges:...
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07/13/2023
Towards Ubiquitous Semantic Metaverse: Challenges, Approaches, and Opportunities
In recent years, ubiquitous semantic Metaverse has been studied to revol...
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07/03/2023
Over-The-Air Federated Learning: Status Quo, Open Challenges, and Future Directions
The development of applications based on artificial intelligence and imp...
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05/08/2023
Blockchained Federated Learning for Internet of Things: A Comprehensive Survey
The demand for intelligent industries and smart services based on big da...
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05/08/2023
Location Privacy Threats and Protections in Future Vehicular Networks: A Comprehensive Review
Location privacy is critical in vehicular networks, where drivers' traje...
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05/03/2023
New Adversarial Image Detection Based on Sentiment Analysis
Deep Neural Networks (DNNs) are vulnerable to adversarial examples, whil...
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03/11/2023
Adversarial Attacks and Defenses in Machine Learning-Powered Networks: A Contemporary Survey
Adversarial attacks and defenses in machine learning and deep neural net...
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03/07/2023
Amplitude-Varying Perturbation for Balancing Privacy and Utility in Federated Learning
While preserving the privacy of federated learning (FL), differential pr...
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02/13/2023
Multi-Carrier NOMA-Empowered Wireless Federated Learning with Optimal Power and Bandwidth Allocation
Wireless federated learning (WFL) undergoes a communication bottleneck i...
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02/11/2023
User Pairing and Power Allocation in Untrusted Multiuser NOMA for Internet-of-Things
In the Internet-of-Things (IoT), massive sensitive and confidential info...
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02/10/2023
Digital Twin-Aided Learning for Managing Reconfigurable Intelligent Surface-Assisted, Uplink, User-Centric Cell-Free Systems
This paper puts forth a new, reconfigurable intelligent surface (RIS)-as...
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01/16/2023
Learning-based Intelligent Surface Configuration, User Selection, Channel Allocation, and Modulation Adaptation for Jamming-resisting Multiuser OFDMA Systems
Reconfigurable intelligent surfaces (RISs) can potentially combat jammin...
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11/07/2022
Machine Learning-Aided Operations and Communications of Unmanned Aerial Vehicles: A Contemporary Survey
The ongoing amalgamation of UAV and ML techniques is creating a signific...
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08/29/2022
When Internet of Things meets Metaverse: Convergence of Physical and Cyber Worlds
In recent years, the Internet of Things (IoT) is studied in the context ...
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08/19/2022
Dispersed Pixel Perturbation-based Imperceptible Backdoor Trigger for Image Classifier Models
Typical deep neural network (DNN) backdoor attacks are based on triggers...
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08/08/2022
Dataset Obfuscation: Its Applications to and Impacts on Edge Machine Learning
Obfuscating a dataset by adding random noises to protect the privacy of ...
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07/17/2022
Balancing Accuracy and Integrity for Reconfigurable Intelligent Surface-aided Over-the-Air Federated Learning
Over-the-air federated learning (AirFL) allows devices to train a learni...
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06/24/2022
Multi-Agent Deep Reinforcement Learning for Cost- and Delay-Sensitive Virtual Network Function Placement and Routing
This paper proposes an effective and novel multiagent deep reinforcement...
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06/15/2022
Two-Timescale Optimization for Intelligent Reflecting Surface-Assisted MIMO Transmission in Fast-Changing Channels
The application of intelligent reflecting surface (IRS) depends on the k...
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04/20/2022
Placement and Resource Allocation of Wireless-Powered Multiantenna UAV for Energy-Efficient Multiuser NOMA
This paper investigates a new downlink nonorthogonal multiple access (NO...
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02/15/2022
Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in EdgeIoT
Federated learning (FL) has been increasingly considered to preserve dat...
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08/16/2021
Sum-Rate Maximization for Multi-Reconfigurable Intelligent Surface-Assisted Device-to-Device Communications
This paper proposes to deploy multiple reconfigurable intelligent surfac...
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06/27/2021
Capacity Analysis of Public Blockchain
As distributed ledgers, blockchains run consensus protocols which trade ...
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03/29/2021
Joint Resource Management for MC-NOMA: A Deep Reinforcement Learning Approach
This paper presents a novel and effective deep reinforcement learning (D...
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03/24/2021
Energy-Efficient Resource Allocation in Massive MIMO-NOMA Networks with Wireless Power Transfer: A Distributed ADMM Approach
In multicell massive multiple-input multiple-output (MIMO) non-orthogona...
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02/22/2021
Joint Estimation of Multipath Angles and Delays for Millimeter-Wave Cylindrical Arrays with Hybrid Front-ends
Accurate channel parameter estimation is challenging for wideband millim...
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07/21/2020
Analysis and Optimization of Service Delay for Multi-quality Videos in Multi-tier Heterogeneous Network with Random Caching
Aiming to minimize service delay, we propose a new random caching scheme...
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10/22/2019
Design and Implementation of Secret Key Agreement for Platoon-based Vehicular Cyber-Physical Systems
In platoon-based vehicular cyber-physical system (PVCPS), a lead vehicle...
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06/04/2019
On-board Deep Q-Network for UAV-assisted Online Power Transfer and Data Collection
Unmanned Aerial Vehicles (UAVs) with Microwave Power Transfer (MPT) capa...
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05/05/2019
Economical Caching for Scalable Videos in Cache-enabled Heterogeneous Networks
We develop the optimal economical caching schemes in cache-enabled heter...
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05/30/2018
Energy-Efficient Caching for Scalable Videos in Heterogeneous Networks
By suppressing repeated content deliveries, wireless caching has the pot...
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04/19/2018
Multi-Timescale Online Optimization of Network Function Virtualization for Service Chaining
Network Function Virtualization (NFV) can cost-efficiently provide netwo...
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03/29/2018
Energy-Efficient Transmission of Hybrid Array with Non-Ideal Power Amplifiers and Circuitry
This paper presents a new approach to efficiently maximizing the energy ...
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03/29/2018
Effective Capacity Analysis in Ultra-Dense Wireless Networks with Random Interference
Ultra-dense networks (UDNs) provide a promising paradigm to cope with ex...
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02/06/2018
Optimal Scheduling across Heterogeneous Air Interfaces of LTE/WiFi Aggregation
LTE/WiFi Aggregation (LWA) provides a promising approach to relieve data...
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01/18/2018
LCD: Low Latency Command Dissemination for A Platoon of Vehicles
In a vehicular platoon, a lead vehicle that is responsible for managing ...
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01/05/2018