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Blockchain and Trustworthy Systems

Third International Conference, BlockSys 2021, Guangzhou, China, August 5–6, 2021, Revised Selected Papers

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Hong-Ning Dai

    1. Macau University of Science and Technology, Macao, China

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  2. Xuanzhe Liu

    1. Peking University, Beijing, China

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  3. Daniel Xiapu Luo

    1. Hong Kong Polytechnic University, Hong Kong, China

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  4. Jiang Xiao

    1. Huazhong University of Science and Technology, Wuhan, China

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  5. Xiangping Chen

    1. Sun Yat-sen University, Guangzhou, China

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1490)

Included in the following conference series:

Conference proceedings info: BlockSys 2021.

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Table of contents (50 papers)

  1. Front Matter

    Pages i-xv
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  2. Blockchain and Data Mining

    1. Front Matter

      Pages 1-1
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    2. Identity Inference on Blockchain Using Graph Neural Network

      • Jie Shen, Jiajun Zhou, Yunyi Xie, Shanqing Yu, Qi Xuan
      Pages 3-17

    3. The Regional Clusting Effect of the Blockchain Industry Base on Unsupervised Learning Methods

      • Yuxi Zhang, Muran Su, Zhen Wu, Xiang Chen, Haifeng Guo, Xinxin Chang et al.
      Pages 18-29

    4. Deep Learning-Based Transaction Prediction in Ethereum

      • Zhuoming Gu, Dan Lin, Jiatao Zheng, Jiajing Wu, Chaoxin Hu
      Pages 30-43

    5. Portraits of Typical Accounts in Ethereum Transaction Network

      • Yijun Xia, Jieli Liu, Jiatao Zheng, Jiajing Wu, Xiaokang Su
      Pages 44-56

    6. Blockchain Abnormal Transaction Behavior Analysis: a Survey

      • HuaLong Han, YuPeng Chen, ChenYing Guo, Yin Zhang
      Pages 57-69

    7. EthSniffer: A Global Passive Perspective on Ethereum

      • Wei Xia, Zhenzhen Li, Zhen Li, Gang Xiong, Gaopeng Gou
      Pages 70-84

  3. Performance Optimization of Blockchain

    1. Front Matter

      Pages 85-85
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    2. BDLedger: A Scalable Distributed Ledger for Large-Scale Data Recording

      • Gang Huang, Kaidong Wu, Chaoran Luo, Su Zhang, Huaqian Cai, Xiang Jing et al.
      Pages 87-100

    3. xBCBench: A Benchmarking Tool for Analyzing the Performance of Blockchain Systems

      • Rui Wang, Kejiang Ye, Yang Wang, Cheng-Zhong Xu
      Pages 101-114

    4. Ladder: A Blockchain Model of Low-Overhead Storage

      • Peng Chen, Xunhui Zhang, Hui Liu, Liangliang Xiang, Peichang Shi
      Pages 115-129

  4. Blockchain Security and Privacy

    1. Front Matter

      Pages 131-131
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    2. Temporal-Amount Snapshot MultiGraph for Ethereum Transaction Tracking

      • Yunyi Xie, Jie Jin, Jian Zhang, Shanqing Yu, Qi Xuan
      Pages 133-146

    3. Attention-Based Graph Neural Network for Identifying Illicit Bitcoin Addresses

      • Hao Tian, Yang Li, Yue Cai, Xiaohong Shi, Zibin Zheng
      Pages 147-162

    4. Application and Challenges of Blockchain in Heterogeneous Identity Trust

      • Zhaolei Zhang, Jian Xu, Guishan Dong, Junyan Lin
      Pages 163-168

    5. Exploiting the Medical Data Storage Implementation and Privacy Protection with Consortium Blockchain and IPFS

      • Shaojie Liu, Bin Wen, Zexu Wang
      Pages 169-174

    6. Ponzi Scheme Detection in Ethereum Transaction Network

      • Shanqing Yu, Jie Jin, Yunyi Xie, Jie Shen, Qi Xuan
      Pages 175-186

    7. TSGN: Transaction Subgraph Networks for Identifying Ethereum Phishing Accounts

      • Jinhuan Wang, Pengtao Chen, Shanqing Yu, Qi Xuan
      Pages 187-200

    8. Threat Prediction of Abnormal Transaction Behavior Based on Graph Convolutional Network in Blockchain Digital Currency

      • Meng Shen, Anqi Sang, Pengyu Duan, Hao Yu, Liehuang Zhu
      Pages 201-213
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  1. Blockchain and Trustworthy Systems

Keywords

About this book

This book constitutes the thoroughly refereed post conference papers of the Third International Conference on Blockchain and Trustworthy Systems, Blocksys 2021, held in Guangzhou, China, in August 2021.*The 38 full papers and the 12 short papers were carefully reviewed and selected from 98 submissions. The papers are organized in topical sections: Contents Blockchain and Data Mining; Performance Optimization of Blockchain; Blockchain Security and Privacy; Theories and Algorithms for Blockchain; Blockchain and Internet of Things; Blockchain and Smart Contracts; Blockchain Services and Applications; Trustworthy System Development.
*


Editors and Affiliations

  • Macau University of Science and Technology, Macao, China

    Hong-Ning Dai

  • Peking University, Beijing, China

    Xuanzhe Liu

  • Hong Kong Polytechnic University, Hong Kong, China

    Daniel Xiapu Luo

  • Huazhong University of Science and Technology, Wuhan, China

    Jiang Xiao

  • Sun Yat-sen University, Guangzhou, China

    Xiangping Chen

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