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Federated Learning Meets Human Emotions: A Decentralized Framework for Human-Computer Interaction for IoT Applications
(
IEEE Internet of Things Journal
, 2021 , Article)
As stated by Spock, 'change is the essential process of all existence,' which is reflected in everyday applications in our daily lives. We, as humans, just need to find a way to make the best use of the current technological ...
Security and Privacy for Edge Intelligence in 5G and beyond Networks: Challenges and Solutions
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Article)
5G and beyond (B5G) networks are leading a digital revolution in telecommunication in both academia and industry. It brings new paradigms in many aspects of people's daily lives due to its advantages. However, it still ...
Pgride: Privacy-preserving group ridesharing matching in online ride hailing services
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Article)
An online ride hailing (ORH) service creates a typical supply-and-demand two-sided market, which enables riders and drivers to establish optimized rides conveniently via mobile applications. Group ridesharing is a novel ...
Blockchain-based privacy-preserving valet parking for self-driving vehicles
(
John Wiley and Sons Inc
, 2021 , Article)
The valet parking provides convenience for users and thus is becoming increasingly popular nowadays. However, this valet parking service incurs the risks of location information leakage and vehicle theft. To address these ...
A Blockchain-Based Storage System with Financial Incentives for Load-balancing
(
IEEE Computer Society
, 2021 , Article)
Most storage systems adopt distributed architecture to reach high reliability. In these distributed systems, a well-balanced data distribution can improve storage reliability. However, existing schemes rely on dealers to ...
Budgeted online selection of candidate iot clients to participate in federated learning
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Article)
Machine learning (ML), and deep learning (DL) in particular, play a vital role in providing smart services to the industry. These techniques, however, suffer from privacy and security concerns since data are collected from ...
Introduction to the Special Section on Artificial Intelligence Security: Adversarial Attack and Defense
(
IEEE Computer Society
, 2021 , Other)
5G and beyond (B5G) networks are leading a digital revolution in telecommunication in both academia and industry. It brings new paradigms in many aspects of people's daily lives due to its advantages. However, it still ...
Guest editorial: Special issue on enabling massive iot with 6g: Applications, architectures, challenges, and research directions
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Other)
[No abstract available]
A Novel Class Noise Detection Method for High-Dimensional Data in Industrial Informatics
(2021 , Article)
The data in industrial informatics may be high-dimensional and mislabeled. Irrelevant or noisy features pose a significant challenge to the detection of high-dimensional mislabeling. The traditional method usually adopts ...
DCNN-GA: A Deep Neural Net Architecture for Navigation of UAV in Indoor Environment
(2021 , Article)
The applications of unmanned aerial vehicles (UAVs) in military, intelligent transportation, agriculture, rescue operations, natural environment mapping, and many other allied domains has increased exponentially during the ...