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Machine Learning for Cyber Security

Second International Conference, ML4CS 2019, Xi’an, China, September 19-21, 2019, Proceedings

  • Xiaofeng Chen
  • Xinyi Huang
  • Jun Zhang
Conference proceedings ML4CS 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11806)

Also part of the Security and Cryptology book sub series (LNSC, volume 11806)

Table of contents

  1. Front Matter
    Pages i-xiii
  2. Wei Rong, Bowen Zhang, Xixiang Lv
    Pages 6-16
  3. Zhiqiong Yang, Qiuheng Li, Yan Li, Zilong Wang
    Pages 17-28
  4. Harry Chandra Tanuwidjaja, Rakyong Choi, Kwangjo Kim
    Pages 29-46
  5. Guoquan Li, Yulong Fu, Zheng Yan, Weilin Hao
    Pages 47-62
  6. Cong Sun, Jun Chen, Pengbin Feng, Jianfeng Ma
    Pages 63-77
  7. Hang Li, Mengqi Chen, Shengbo Yan, Chunfu Jia, Zhaohui Li
    Pages 78-93
  8. Alzubair Hassan, Rafik Hamza, Vittor Gift Mawutor, Akash Suresh Patil, Fagen Li
    Pages 112-122
  9. Chen Liang, Meixia Miao, Jianfeng Ma, Hongyan Yan, Qun Zhang, Xinghua Li et al.
    Pages 123-139
  10. Wenjuan Li, Jiao Tan, Weizhi Meng, Yu Wang, Jing Li
    Pages 140-153
  11. Luan Luan, Chunxiang Gu, Yonghui Zheng
    Pages 154-172
  12. Xu Ma, Cunmei Ji, Xiaoyu Zhang, Jianfeng Wang, Jin Li, Kuan-Ching Li
    Pages 173-182
  13. Junyang Qiu, Surya Nepal, Wei Luo, Lei Pan, Yonghang Tai, Jun Zhang et al.
    Pages 183-202
  14. Lili Zhang, Wenjie Wang, Yuqing Zhang
    Pages 203-223
  15. Yu Liang, Yi Xie, Xingrui Fei, Xincheng Tan, Haishou Ma
    Pages 224-238
  16. Yue Lin, He Wang, Bowen Yang, Mingrui Liu, Yin Li, Yuqing Zhang
    Pages 253-270
  17. Rafik Hamza, Alzubair Hassan, Akash Suresh Patil
    Pages 271-278
  18. Kai Chen, Zhongrui Lin, Jian Wan, Chungen Xu
    Pages 279-289
  19. Deming Mao, Shuwen Zhang, Ling Zhang, Yu Feng
    Pages 290-303
  20. Rory Coulter, Lei Pan, Jun Zhang, Yang Xiang
    Pages 304-319
  21. Yang-Wai Chow, Willy Susilo, Jianfeng Wang, Richard Buckland, Joonsang Baek, Jongkil Kim et al.
    Pages 320-335
  22. Zihan Lin, Xiaozhen Lu, Canhuang Dai, Geyi Sheng, Liang Xiao
    Pages 336-347
  23. Mingwu Zhang, Xiao Chen, Gang Shen, Yong Ding
    Pages 348-360
  24. Lin Liu, Jinshu Su, Rongmao Chen, Jinrong Chen, Guangliang Sun, Jie Li
    Pages 361-377
  25. Rongjunchen Zhang, Xiao Chen, Sheng Wen, James Zheng
    Pages 378-396
  26. Back Matter
    Pages 397-398

About these proceedings

Introduction

This book constitutes the proceedings of the Second International Conference on Machine Learning for Cyber Security, ML4CS 2019, held in Xi’an, China in September 2019.
The 23 revised full papers and 3 short papers presented were carefully reviewed and selected from 70 submissions. The papers detail all aspects of machine learning in network infrastructure security, in network security detections and in application software security.

Keywords

artificial intelligence authentication cloud computing computer crime computer networks computer systems cryptography data communication systems data mining data security machine learning mobile computing mobile devices network security public key cryptography semantics software engineering software evaluation telecommunication networks World Wide Web

Editors and affiliations

  • Xiaofeng Chen
    • 1
  • Xinyi Huang
    • 2
  • Jun Zhang
    • 3
  1. 1.Xidian UniversityXi’anChina
  2. 2.Fujian Normal UniversityFuzhouChina
  3. 3.Swinburne University of TechnologyHawthornAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-30619-9
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-30618-2
  • Online ISBN 978-3-030-30619-9
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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