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Ubiquitous Security

First International Conference, UbiSec 2021, Guangzhou, China, December 28–31, 2021, Revised Selected Papers

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Guojun Wang

    1. Guangzhou University, Guangzhou, China

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  2. Kim-Kwang Raymond Choo

    1. University of Texas at San Antonio, San Antonio, USA

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  3. Ryan K. L. Ko

    1. University of Queensland, Brisbane, Australia

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  4. Yang Xu

    1. Hunan University, Changsha, China

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  5. Bruno Crispo

    1. University of Trento, Trento, Italy

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1557)

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Conference proceedings info: UbiSec 2021.

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About this book

This volume constitutes selected papers presented at the First Inernational Conference on Ubiquitous Security, UbiSec 2021, held in Guangzhou, China, in December 2021.

The presented 26 full papers and 2 short papers were thoroughly reviewed and selected from the 96 submissions. They focus on security, privacy and anonymity aspects in cyberspace, physical world, and social networks.

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Table of contents (28 papers)

  1. Front Matter

    Pages i-xvii
    Download chapter PDF

  2. A Backdoor Embedding Method for Backdoor Detection in Deep Neural Networks

    • Meirong Liu, Hong Zheng, Qin Liu, Xiaofei Xing, Yinglong Dai
    Pages 1-12

  3. Security and Privacy for Sharing Electronic Medical Records Based on Blockchain and Federated Learning

    • Wei Liu, Wenlong Feng, Benguo Yu, Tao Peng
    Pages 13-24

  4. A Fine-Grained Access Control Scheme for Electronic Health Records Based on Roles and Attributes

    • Shaobo Zhang, Shuo Yang, Gengming Zhu, Entao Luo, Jiyong Zhang, Desheng Xiang
    Pages 25-37

  5. Active Malicious Accounts Detection with Multimodal Fusion Machine Learning Algorithm

    • Yuting Tang, Dafang Zhang, Wei Liang, Kuan-Ching Li, Nitin Sukhija
    Pages 38-52

  6. Evaluation of an Anomaly Detector for Routers Using Parameterizable Malware in an IoT Ecosystem

    • John Carter, Spiros Mancoridis
    Pages 53-65

  7. PUFloc: PUF and Location Based Hierarchical Mutual Authentication Protocol for Surveillance Drone Networks

    • Aiswarya S. Nair, Sabu M. Thampi
    Pages 66-89

  8. Smart Search over Encrypted Educational Resources in Cloud Storage

    • Qiang Zhang, Guihua Duan, Shukun Liu
    Pages 90-101

  9. SDGen: A Scalable, Reproducible and Flexible Approach to Generate Real World Cyber Security Datasets

    • Abigail M. Y. Koay, Miao Xie, Ryan K. L. Ko, Charles Sterner, Taejun Choi, Naipeng Dong
    Pages 102-115

  10. Towards a Location-Aware Blockchain-Based Solution to Distinguish Fake News in Social Media

    • Wahid Sadique Koly, Abu Kaisar Jamil, Mohammad Shahriar Rahman, Hanif Bhuiyan, Md Zakirul Alam Bhuiyan, Abdullah Al Omar
    Pages 116-130

  11. Using Streaming Data Algorithm for Intrusion Detection on the Vehicular Controller Area Network

    • Shaila Sharmin, Hafizah Mansor, Andi Fitriah Abdul Kadir, Normaziah A. Aziz
    Pages 131-144

  12. Privacy-Enhanced Mean-Variance Scheme Against Malicious Signature Attacks in Smart Grids

    • Yuzhu Wang, Peiheng Zhang, Haitao Zhan, Mingwu Zhang
    Pages 145-158

  13. Privacy-Preserving Cluster Validity

    • Peng Yang, Shaohong Zhang, Liu Yang
    Pages 159-170

  14. A Large-Scale Study on the Security Vulnerabilities of Cloud Deployments

    • Andrei-Cristian Iosif, Tiago Espinha Gasiba, Tiange Zhao, Ulrike Lechner, Maria Pinto-Albuquerque
    Pages 171-188

  15. Design and Architecture of Progger 3: A Low-Overhead, Tamper-Proof Provenance System

    • Tristan Corrick, Vimal Kumar
    Pages 189-202

  16. Skill Reward for Safe Deep Reinforcement Learning

    • Jiangchang Cheng, Fumin Yu, Hongliang Zhang, Yinglong Dai
    Pages 203-213

  17. Generalizing Supervised Learning for Intrusion Detection in IoT Mesh Networks

    • Hossein Keipour, Saptarshi Hazra, Niclas Finne, Thiemo Voigt
    Pages 214-228

  18. Reliable and Controllable Data Sharing Based on Blockchain

    • Yipeng Zou, Tao Peng, Wentao Zhong, Kejian Guan, Guojun Wang
    Pages 229-240

  19. A Network Forensics Investigating Method Based on Weak Consistency for Distributed SDN

    • Xuehua Liu, Liping Ding, Tao Zheng, Fang Yu, Zhen Jia, Wang Xiao
    Pages 241-254

  20. Intrusion Detection System Based on Deep Neural Network and Incremental Learning for In-Vehicle CAN Networks

    • Jiaying Lin, Yehua Wei, Wenjia Li, Jing Long
    Pages 255-267
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Other volumes

  1. Ubiquitous Security

Editors and Affiliations

  • Guangzhou University, Guangzhou, China

    Guojun Wang

  • University of Texas at San Antonio, San Antonio, USA

    Kim-Kwang Raymond Choo

  • University of Queensland, Brisbane, Australia

    Ryan K. L. Ko

  • Hunan University, Changsha, China

    Yang Xu

  • University of Trento, Trento, Italy

    Bruno Crispo

Bibliographic Information

  • Book Title: Ubiquitous Security

  • Book Subtitle: First International Conference, UbiSec 2021, Guangzhou, China, December 28–31, 2021, Revised Selected Papers

  • Editors: Guojun Wang, Kim-Kwang Raymond Choo, Ryan K. L. Ko, Yang Xu, Bruno Crispo

  • Series Title: Communications in Computer and Information Science

  • DOI: https://doi.org/10.1007/978-981-19-0468-4

  • Publisher: Springer Singapore

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2022

  • Softcover ISBN: 978-981-19-0467-7Published: 26 February 2022

  • eBook ISBN: 978-981-19-0468-4Published: 25 February 2022

  • Series ISSN: 1865-0929

  • Series E-ISSN: 1865-0937

  • Edition Number: 1

  • Number of Pages: XVII, 380

  • Number of Illustrations: 34 b/w illustrations, 114 illustrations in colour

  • Topics: Computer Applications, Cryptology, Mobile and Network Security, Computer Crime

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