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Science of Cyber Security

Second International Conference, SciSec 2019, Nanjing, China, August 9–11, 2019, Revised Selected Papers

  • Conference proceedings
  • © 2019
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Editors:
  1. Feng Liu

    1. Institute of Information Engineering and School of Cybersecurity, University of Chinese Academy of Sciences, Beijing, China

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  2. Jia Xu

    1. Nanjing University of Posts and Telecommunications, Nanning, China

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  3. Shouhuai Xu

    1. Department of Computer Science, The University of Texas at San Antonio, San Antonio, USA

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    You can also search for this editor in PubMed   Google Scholar

  4. Moti Yung

    1. Google and Columbia University, New York, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11933)

Part of the book sub series: Security and Cryptology (LNSC)

Included in the following conference series:

Conference proceedings info: SciSec 2019.

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Table of contents (28 papers)

  1. Front Matter

    Pages i-xiii
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  2. Artificial Intelligence for Cybersecurity

    1. Front Matter

      Pages 1-1
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    2. Cross-Domain Recommendation System Based on Tensor Decomposition for Cybersecurity Data Analytics

      • Yuan Wang, Jinzhi Wang, Jianhong Gao, Shengsheng Hu, Huacheng Sun, Yongli Wang
      Pages 3-19
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    3. Density Peak Clustering Algorithm Based on Differential Privacy Preserving

      • Yun Chen, Yunlan Du, Xiaomei Cao
      Pages 20-32
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    4. An Automated Online Spam Detector Based on Deep Cascade Forest

      • Kangyang Chen, Xinyi Zou, Xingguo Chen, Huihui Wang
      Pages 33-46
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    5. Multiplex PageRank in Multilayer Networks Considering Shunt

      • Xiao Tu, Guo-Ping Jiang, Yurong Song
      Pages 47-58
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  3. Machine Learning for Cybersecurity

    1. Front Matter

      Pages 59-59
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    2. LogGAN: A Sequence-Based Generative Adversarial Network for Anomaly Detection Based on System Logs

      • Bin Xia, Junjie Yin, Jian Xu, Yun Li
      Pages 61-76
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    3. Security Comparison of Machine Learning Models Facing Different Attack Targets

      • Zhaofeng Liu, Zhen Jia, Wenlian Lu
      Pages 77-91
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    4. Adversarial Training Based Feature Selection

      • Binghui Liu, Keji Han, Jie Hang, Yun Li
      Pages 92-105
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    5. Application of DeepWalk Based on Hyperbolic Coordinates on Unsupervised Clustering

      • Shikang Yu, Yang Wu, Yurong Song, Guoping Jiang, Xiaoping Su
      Pages 106-118
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  5. Blockchain, Attack and Defense

    1. Front Matter

      Pages 179-179
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    2. Anonymous IoT Data Storage and Transaction Protocol Based on Blockchain and Edge Computing

      • Zhi Qiao, Congcong Zhu, Zhiwei Wang, Nianhua Yang
      Pages 181-189
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    3. Incentive Mechanism for Bitcoin Mining Pool Based on Stackelberg Game

      • Gang Xue, Jia Xu, Hanwen Wu, Weifeng Lu, Lijie Xu
      Pages 190-198
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    4. Automated Ransomware Behavior Analysis: Pattern Extraction and Early Detection

      • Qian Chen, Sheikh Rabiul Islam, Henry Haswell, Robert A. Bridges
      Pages 199-214
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Other volumes

  1. Science of Cyber Security

Keywords

About this book

This book constitutes the proceedings of the Second International Conference on Science of Cyber Security, SciSec 2019, held in Nanjing, China, in August 2019.

The 20 full papers and 8 short papers presented in this volume were carefully reviewed and selected from 62 submissions.
These papers cover the following subjects: Artificial Intelligence for Cybersecurity, Machine Learning for Cybersecurity, and Mechanisms for Solving Actual Cybersecurity Problems (e.g., Blockchain, Attack and Defense; Encryptions with Cybersecurity Applications). 

Editors and Affiliations

  • Institute of Information Engineering and School of Cybersecurity, University of Chinese Academy of Sciences, Beijing, China

    Feng Liu

  • Nanjing University of Posts and Telecommunications, Nanning, China

    Jia Xu

  • Department of Computer Science, The University of Texas at San Antonio, San Antonio, USA

    Shouhuai Xu

  • Google and Columbia University, New York, USA

    Moti Yung

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