Security and Privacy in Digital Economy

1. Front Matter

   Pages I-XV

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2. Cyberspace Security

   1. Front Matter

      Pages 1-1

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   2. Detection and Defense Against DDoS Attack on SDN Controller Based on Spatiotemporal Feature

      • Yan Xu, Jinxing Ma, Sheng Zhong

      Pages 3-18

   3. Trusted Link-Separation Multipath Selection for Software-Defined Wireless Sensor Networks in Adversarial Environments

      • Pu Zhao, Wentao Zhao, Qiang Liu, Anbang Wang

      Pages 19-32

   4. Secure Radio Frequency DCS Watermark-Aided Physical Layer Authentication Design for NB-IoT Systems

      • Hongqing Huang, Lin Zhang

      Pages 33-49

   5. Protecting the Data Plane of SDN From Malicious Flow Entries Based on P4

      • Yifang Zhi, Li Yang, Gaolei Yang, Yuehong Zhang

      Pages 50-64

   6. High-Speed Network Attack Detection Framework Based on Optimized Feature Selection

      • Zhicheng Luo, Weijia Ding, Anmin Fu, Zhiyi Zhang, Linjie Zhang

      Pages 65-78

   7. CaaS: Enabling Congestion Control as a Service to Optimize WAN Data Transfer

      • Jiahua Zhu, Xianliang Jiang, Guang Jin, Penghui Li

      Pages 79-90

   8. Efficient and Evolvable Key Reconciliation Mechanism in Multi-party Networks Based on Automatic Learning Structure

      • Shuaishuai Zhu, Yiliang Han, Xiaoyuan Yang, Xuguang Wu

      Pages 91-99

   9. CSKB: A Cyber Security Knowledge Base Based on Knowledge Graph

      • Kun Li, Huachun Zhou, Zhe Tu, Bohao Feng

      Pages 100-113

   10. Improvements Based on JWT and RBAC for Spring Security Framework

       • Gongxuan Zhang, Mingyue Zhang, Xinyi Fan

       Pages 114-128

3. Privacy Protection

   1. Front Matter

      Pages 129-129

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   2. Decentralizing Privacy-Preserving Data Aggregation Scheme Using Blockchain in Smart Grid

      • Hongbin Fan, Yining Liu, Zhixin Zeng

      Pages 131-142

   3. Local Differential Privacy for Data Streams

      • Xianjin Fang, Qingkui Zeng, Gaoming Yang

      Pages 143-160

   4. A Personalized Preservation Mechanism Satisfying Local Differential Privacy in Location-Based Services

      • Datong Wu, Xiaotong Wu, Jiaquan Gao, Genlin Ji, Xiaolong Xu, Lianyong Qi et al.

      Pages 161-175

   5. Location-Aware Privacy Preserving Scheme in SDN-Enabled Fog Computing

      • Bruce Gu, Xiaodong Wang, Youyang Qu, Jiong Jin, Yong Xiang, Longxiang Gao

      Pages 176-190

   6. PLFG: A Privacy Attack Method Based on Gradients for Federated Learning

      • Feng Wu

      Pages 191-204

   7. A Survey of Game Theoretical Privacy Preservation for Data Sharing and Publishing

      • Datong Wu, Xiaotong Wu, Jiaquan Gao, Genlin Ji, Taotao Wu, Xuyun Zhang et al.

      Pages 205-216

4. Anomaly and Intrusion Detection

   1. Front Matter

      Pages 217-217

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   2. Network Anomaly Detection Using Federated Learning and Transfer Learning

      • Ying Zhao, Junjun Chen, Qianling Guo, Jian Teng, Di Wu

      Pages 219-231

This book constitutes the refereed proceedings of the First International Conference on Security and Privacy in Digital Economy, SPDE 2020, held in Quzhou, China, in October 2020*.

The 49 revised full papers and 2 short papers were carefully reviewed and selected from 132 submissions. The papers are organized in topical sections: ​cyberspace security, privacy protection, anomaly and intrusion detection, trust computation and forensics, attacks and countermeasures, covert communication, security protocol, anonymous communication, security and privacy from social science.



*The conference was held virtually due to the COVID-19 pandemic.

• artificial intelligence
• authentication
• communication systems
• computer crime
• computer hardware
• computer networks
• computer security
• computer vision
• cryptography
• data security
• network protocols
• network security
• privacy
• security systems
• signal processing
• telecommunication networks

• University of Technology Sydney, Sydney, Australia

  Shui Yu

• IBM Zurich Research Laboratory, Zurich, Switzerland

  Peter Mueller

• Ningbo University, Ningbo, China

  Jiangbo Qian

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