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  • Conference proceedings
  • © 2019

Machine Learning for Cyber Security

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

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

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

Conference series link(s): ML4CS: International Conference on Machine Learning for Cyber Security

Conference proceedings info: ML4CS 2019.

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Table of contents (28 papers)

  1. Front Matter

    Pages i-xiii
  2. Malicious Web Request Detection Using Character-Level CNN

    • Wei Rong, Bowen Zhang, Xixiang Lv
    Pages 6-16
  3. A LBP Texture Analysis Based Liveness Detection for Face Authentication

    • Zhiqiong Yang, Qiuheng Li, Yan Li, Zilong Wang
    Pages 17-28
  4. A Survey on Deep Learning Techniques for Privacy-Preserving

    • Harry Chandra Tanuwidjaja, Rakyong Choi, Kwangjo Kim
    Pages 29-46
  5. Quantifiable Network Security Measurement: A Study Based on an Index System

    • Guoquan Li, Yulong Fu, Zheng Yan, Weilin Hao
    Pages 47-62
  6. CatraDroid: A Call Trace Driven Detection of Malicious Behaiviors in Android Applications

    • Cong Sun, Jun Chen, Pengbin Feng, Jianfeng Ma
    Pages 63-77
  7. Password Guessing via Neural Language Modeling

    • Hang Li, Mengqi Chen, Shengbo Yan, Chunfu Jia, Zhaohui Li
    Pages 78-93
  8. A Lightweight Certificateless User Authentication Scheme for Mobile Environment

    • Alzubair Hassan, Rafik Hamza, Vittor Gift Mawutor, Akash Suresh Patil, Fagen Li
    Pages 112-122
  9. Detection of GPS Spoofing Attack on Unmanned Aerial Vehicle System

    • Chen Liang, Meixia Miao, Jianfeng Ma, Hongyan Yan, Qun Zhang, Xinghua Li et al.
    Pages 123-139
  10. SwipeVLock: A Supervised Unlocking Mechanism Based on Swipe Behavior on Smartphones

    • Wenjuan Li, Jiao Tan, Weizhi Meng, Yu Wang, Jing Li
    Pages 140-153
  11. An Enumeration-Like Vector Sampling Method for Solving Approximate SVP

    • Luan Luan, Chunxiang Gu, Yonghui Zheng
    Pages 154-172
  12. Secure Multiparty Learning from Aggregation of Locally Trained Models

    • Xu Ma, Cunmei Ji, Xiaoyu Zhang, Jianfeng Wang, Jin Li, Kuan-Ching Li
    Pages 173-182
  13. Data-Driven Android Malware Intelligence: A Survey

    • Junyang Qiu, Surya Nepal, Wei Luo, Lei Pan, Yonghang Tai, Jun Zhang et al.
    Pages 183-202
  14. Semantically Secure and Verifiable Multi-keyword Search in Cloud Computing

    • Lili Zhang, Wenjie Wang, Yuqing Zhang
    Pages 203-223
  15. Content Recognition of Network Traffic Using Wavelet Transform and CNN

    • Yu Liang, Yi Xie, Xingrui Fei, Xincheng Tan, Haishou Ma
    Pages 224-238
  16. A Blackboard Sharing Mechanism for Community Cyber Threat Intelligence Based on Multi-Agent System

    • Yue Lin, He Wang, Bowen Yang, Mingrui Liu, Yin Li, Yuqing Zhang
    Pages 253-270
  17. A Lightweight Secure IoT Surveillance Framework Based on DCT-DFRT Algorithms

    • Rafik Hamza, Alzubair Hassan, Akash Suresh Patil
    Pages 271-278

Other Volumes

  1. Machine Learning for Cyber Security

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.

Editors and Affiliations

  • Xidian University, Xi’an, China

    Xiaofeng Chen

  • Fujian Normal University, Fuzhou, China

    Xinyi Huang

  • Swinburne University of Technology, Hawthorn, Australia

    Jun Zhang

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access