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09/17/2023
User Assignment and Resource Allocation for Hierarchical Federated Learning over Wireless Networks
The large population of wireless users is a key driver of data-crowdsour...
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06/04/2023
Spear or Shield: Leveraging Generative AI to Tackle Security Threats of Intelligent Network Services
Generative AI (GAI) models have been rapidly advancing, with a wide rang...
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05/29/2023
A Hybrid Framework of Reinforcement Learning and Convex Optimization for UAV-Based Autonomous Metaverse Data Collection
Unmanned aerial vehicles (UAVs) are promising for providing communicatio...
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01/04/2023
UAV aided Metaverse over Wireless Communications: A Reinforcement Learning Approach
Metaverse is expected to create a virtual world closely connected with r...
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11/20/2022
Traceable and Authenticable Image Tagging for Fake News Detection
To prevent fake news images from misleading the public, it is desirable ...
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10/11/2022
Edge-Cloud Cooperation for DNN Inference via Reinforcement Learning and Supervised Learning
Deep Neural Networks (DNNs) have been widely applied in Internet of Thin...
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09/29/2022
Facial Landmark Predictions with Applications to Metaverse
This research aims to make metaverse characters more realistic by adding...
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05/08/2022
One-Class Knowledge Distillation for Face Presentation Attack Detection
Face presentation attack detection (PAD) has been extensively studied by...
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03/31/2022
Efficient Dropout-resilient Aggregation for Privacy-preserving Machine Learning
With the increasing adoption of data-hungry machine learning algorithms,...
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03/31/2022
Privacy-Preserving Aggregation in Federated Learning: A Survey
Over the recent years, with the increasing adoption of Federated Learnin...
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03/24/2022
Secure Multi-Party Delegated Authorisation For Access and Sharing of Electronic Health Records
Timely sharing of electronic health records (EHR) across providers is es...
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02/21/2022
Analysis of Digital Sovereignty and Identity: From Digitization to Digitalization
Advances in emerging technologies have accelerated digital transformatio...
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02/10/2022
Cybersecurity Challenges Of IoT-enabled Smart Cities: A Survey
The new era of the Internet of Things (IoT) is changing our urban lives ...
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10/18/2021
Asymmetric Modality Translation For Face Presentation Attack Detection
Face presentation attack detection (PAD) is an essential measure to prot...
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04/13/2021
Fair and Differentially Private Distributed Frequency Estimation
In order to remain competitive, Internet companies collect and analyse u...
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01/04/2021
Protecting Big Data Privacy Using Randomized Tensor Network Decomposition and Dispersed Tensor Computation
Data privacy is an important issue for organizations and enterprises to ...
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12/26/2020
Secure Hot Path Crowdsourcing with Local Differential Privacy under Fog Computing Architecture
Crowdsourcing plays an essential role in the Internet of Things (IoT) fo...
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11/28/2020
Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management
Unmanned aerial vehicles (UAVs) are capable of serving as flying base st...
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10/17/2020
Secure Weighted Aggregation in Federated Learning
Federated learning (FL) schemes enable multiple clients to jointly solve...
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08/09/2020
Local Differential Privacy and Its Applications: A Comprehensive Survey
With the fast development of Information Technology, a tremendous amount...
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07/24/2020
MPC-enabled Privacy-Preserving Neural Network Training against Malicious Attack
In the past decades, the application of secure multiparty computation (M...
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07/12/2020
Blockchain for the Internet of Vehicles towards Intelligent Transportation Systems: A Survey
Internet of Vehicles (IoV) is an emerging concept that is believed to he...
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04/19/2020
Local Differential Privacy based Federated Learning for Internet of Things
Internet of Vehicles (IoV) is a promising branch of the Internet of Thin...
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11/27/2019
Reviewing and Improving the Gaussian Mechanism for Differential Privacy
Differential privacy provides a rigorous framework to quantify data priv...
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11/08/2019
Blockchain for Future Smart Grid: A Comprehensive Survey
The concept of smart grid has been introduced as a new vision of the con...
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10/01/2018