Browsing by Author "Guan, Zhitao"
Now showing items 1-9 of 9
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Autonomous and Privacy-preserving Energy Trading Based on Redactable Blockchain in Smart Grid
( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference)With the development of information and communication technologies in smart grid, peer-to-peer (P2P) energy trading for distributed energy resources (DER) has achieved an efficient two-way flow of information and power. ... -
BPFL: A Blockchain Based Privacy-Preserving Federated Learning Scheme
( Institute of Electrical and Electronics Engineers Inc. , 2021 , Conference)Federated Learning (FL), which allows multiple participants to co-train machine Learning models without exposing local data, has been recognized as a promising method in the past few years. However, in the FL process, the ... -
A Differentially Private Big Data Nonparametric Bayesian Clustering Algorithm in Smart Grid
( IEEE Computer Society , 2020 , Article)Smart systems, including smart grid (SG) and Internet of Things (IoT), have been playing a critical role in addressing contemporary issues. Taking full advantage of the big data generated by the smart grid can enhance the ... -
A Differentially Private Classification Algorithm with High Utility for Wireless Body Area Networks
( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference)The advancement of the wireless body area networks (WBAN) and sensor technologies allows us to collect a variety of physiological and behavioral data from human body. And appropriate application of machine learning methods ... -
An efficient and privacy-preserving energy trading scheme based on blockchain
( Institute of Electrical and Electronics Engineers Inc. , 2019 , Conference)Distributed transaction model has gradually replaced the traditional centralized transaction model and has become the leading direction of development in energy trading. As the underlying support, blockchain technology is ... -
A Lightweight Attribute Based Encryption Scheme with Constant Size Ciphertext for Internet of Things
( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference)The Internet of Things technology has been used in a wide range of fields, ranging from industrial applications to individual lives. As a result, a massive amount of sensitive data is generated and transmitted by IoT ... -
A Practical Cross Device Federated Learning Frame-work over 5G N etworks
( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)The concept of federated learning (FL) was first proposed by Google in 2016. Thereafter, FL has been widely studied for the feasibility of application in various fields due to its potential to make full use of data without ... -
Secure Data Access Control with Fair Accountability in Smart Grid Data Sharing: An Edge Blockchain Approach
( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Nowadays, the advance of smart grid technology has fostered the development of microgrids, which can efficiently control and manage the distributed energy resources (DERs). In smart grid, IoT devices generate huge amounts ... -
A sentence-level text adversarial attack algorithm against IIoT based smart grid
( Elsevier B.V. , 2021 , Article)With the development of data processing technologies, efficiency of information processing in the Industrial Internet of Things (IIoT) is greatly improved. In this situation solving the following security problems of the ...
