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Security and Cryptology

Machine Learning for Cyber Security

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

Editors: Chen, Xiaofeng, Huang, Xinyi, Jun, Zhang (Eds.)

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  • ISBN 978-3-030-30619-9
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About this book

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.

Table of contents (28 chapters)

Table of contents (28 chapters)
  • Network Data Collection, Fusion, Mining and Analytics for Cyber Security

    Pages 1-5

    Yan, Zheng

  • Malicious Web Request Detection Using Character-Level CNN

    Pages 6-16

    Rong, Wei (et al.)

  • A LBP Texture Analysis Based Liveness Detection for Face Authentication

    Pages 17-28

    Yang, Zhiqiong (et al.)

  • A Survey on Deep Learning Techniques for Privacy-Preserving

    Pages 29-46

    Tanuwidjaja, Harry Chandra (et al.)

  • Quantifiable Network Security Measurement: A Study Based on an Index System

    Pages 47-62

    Li, Guoquan (et al.)

Buy this book

eBook $59.99
price for USA in USD (gross)
  • ISBN 978-3-030-30619-9
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $79.99
price for USA in USD
  • ISBN 978-3-030-30618-2
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Machine Learning for Cyber Security
Book Subtitle
Second International Conference, ML4CS 2019, Xi’an, China, September 19-21, 2019, Proceedings
Editors
  • Xiaofeng Chen
  • Xinyi Huang
  • Zhang Jun
Series Title
Security and Cryptology
Series Volume
11806
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-30619-9
DOI
10.1007/978-3-030-30619-9
Softcover ISBN
978-3-030-30618-2
Edition Number
1
Number of Pages
XIII, 398
Number of Illustrations
112 b/w illustrations, 90 illustrations in colour
Topics

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