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Big Data and Security

Third International Conference, ICBDS 2021, Shenzhen, China, November 26–28, 2021, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Yuan Tian

    1. Nanjing Institute of Technology, Nanjing, China

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  2. Tinghuai Ma

    1. Nanjing University of Information Science and Technology, Nanjing, China

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  3. Muhammad Khurram Khan

    1. King Saud University, Riyadh, Saudi Arabia

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  4. Victor S. Sheng

    1. Texas Tech University, Lubbock, USA

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  5. Zhaoqing Pan

    1. Tianjin University, Tianjin, China

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1563)

Included in the following conference series:

Conference proceedings info: ICBDS 2021.

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Table of contents (59 papers)

  1. Front Matter

    Pages i-xvi
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  2. Cybersecurity and Privacy

    1. Front Matter

      Pages 1-1
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    2. Privacy Preserving Facial Image Processing Method Using Variational Autoencoder

      • Yuying Qiu, Zhiyi Niu, Qikun Tian, Biao Song
      Pages 3-17

    3. A Survey on Privacy-Preserving Deep Learning with Differential Privacy

      • Yu Zhang, Ying Cai, Meng Zhang, Xin Li, Yanfang Fan
      Pages 18-30

    4. Research on Security Protection Model of Power Big Data

      • Lan Zhang, Xianjun Wang, Sheng Ye
      Pages 31-44

    5. Research on Identification Method of Sensitive Data in Power System

      • Pengfei Yu, Danni Wang, Shijun Zhang
      Pages 45-57

    6. Vehicle Road Privacy Recommendation System Equipped with Markov Chain

      • Xiangru Zhu, Yanfeng Shi, Yuan Tian
      Pages 58-72

    7. Research on Power Security Early Warning System Based on Improved K-means Algorithm

      • XinLong Wang, ChunXiao Song, MingDai Yu
      Pages 73-89

    8. Research on Data Privacy Protection in Power Industry Control System

      • Xia Shangguan, Rongyan Cai, Sheng Ye
      Pages 90-104

    9. Recent Advances in Smart Meter: Data Analysis, Privacy Preservation and Applications

      • Ruixuan Dong, Shuyang Hao, Tian Hao Yang, Zhichao Tang, Yan Yan, Jianhua Chen
      Pages 105-114

    10. Image Watermark Combining with Discrete Wavelet Transform and Singular Value Decomposition

      • Juncai Yao, Jing Shen
      Pages 115-124

    11. Research on Outsourced PSI Protocols for Privacy Preserving Data Sharing

      • Yanfeng Shi, Wenxiu Yang, Wanni Xu, Qiong Li
      Pages 125-136

    12. A Review on Traceable Attribute-Based Encryption

      • Yanfeng Shi, Wenhui Ni, Wanni Xu, Wenxiu Yang, Qiong Li, Zekai Xue
      Pages 137-148

    13. Trustworthy Collaborative Trajectory Privacy Scheme for Continuous LBS

      • Miada Murad, Sarah Altwaijri, Johara Khabti, Ibtehal Baazeem, Yuan Tian
      Pages 149-170

    14. The Application of Beidou and Ultra-Broadband Positioning Technology in the Power Security Protection System

      • Yu-qing Yang, Wei-wei Miao, Zeng Zeng
      Pages 171-182

    15. Research on Navigation Algorithm Model of Virtual Tourism System Based on GIS

      • Jiayuan Wang, Shengbin Yang, Chong Cheng
      Pages 183-193

    16. Financial Risk Analysis and Early Warning Research Based on Crowd Search Algorithm

      • Bian Tingting
      Pages 194-202

    17. Design Guidance for Lightweight Object Detection Models

      • Rui Wang, Xueli Wang, Yunfang Chen, Wei Zhang
      Pages 203-217

    18. Application of Digital Twin in the Security Protection of the Internet of Things in Power System

      • Yu Chen, Ziqian Zhang, Ning Tang
      Pages 218-229

    19. Research on Blockchain Security Risk Analysis and Coping Strategies

      • Guohong Yu, Chenggong Ni, Tianquan Liu
      Pages 230-242
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Other volumes

  1. Big Data and Security

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About this book

This book constitutes the refereed proceedings of the Third International Conference on Big Data and Security, ICBDS 2021, held in Shenzhen, China, in November 2021

The 46 revised full papers and 13 short papers were carefully reviewed and selected out of 221 submissions. The papers included in this volume are organized according to the topical sections on cybersecurity and privacy; big data; blockchain and internet of things, and artificial intelligence/ machine learning security.

Editors and Affiliations

  • Nanjing Institute of Technology, Nanjing, China

    Yuan Tian

  • Nanjing University of Information Science and Technology, Nanjing, China

    Tinghuai Ma

  • King Saud University, Riyadh, Saudi Arabia

    Muhammad Khurram Khan

  • Texas Tech University, Lubbock, USA

    Victor S. Sheng

  • Tianjin University, Tianjin, China

    Zhaoqing Pan

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