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© 2020

Information and Communications Security

21st International Conference, ICICS 2019, Beijing, China, December 15–17, 2019, Revised Selected Papers

  • Jianying Zhou
  • Xiapu Luo
  • Qingni Shen
  • Zhen Xu
Conference proceedings ICICS 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11999)

Also part of the Security and Cryptology book sub series (LNSC, volume 11999)

Table of contents

  1. Front Matter
    Pages i-xvii
    PDF

  2. Malware Analysis and Detection

    1. Front Matter
      Pages 1-1
      PDF
    2. Prototype-Based Malware Traffic Classification with Novelty Detection
      Lixin Zhao, Lijun Cai, Aimin Yu, Zhen Xu, Dan Meng
      Pages 3-17
    3. Evading API Call Sequence Based Malware Classifiers
      Fenil Fadadu, Anand Handa, Nitesh Kumar, Sandeep Kumar Shukla
      Pages 18-33
    4. UBER: Combating Sandbox Evasion via User Behavior Emulators
      Pengbin Feng, Jianhua Sun, Songsong Liu, Kun Sun
      Pages 34-50

  3. IoT and CPS Security

    1. Front Matter
      Pages 51-51
      PDF
    2. AADS: A Noise-Robust Anomaly Detection Framework for Industrial Control Systems
      Maged Abdelaty, Roberto Doriguzzi-Corin, Domenico Siracusa
      Pages 53-70
    3. Characterizing Internet-Scale ICS Automated Attacks Through Long-Term Honeypot Data
      Jianzhou You, Shichao Lv, Yichen Hao, Xuan Feng, Ming Zhou, Limin Sun
      Pages 71-88
    4. Cloning Vulnerability Detection in Driver Layer of IoT Devices
      WeiPeng Jiang, Bin Wu, Zhou Jiang, ShaoBo Yang
      Pages 89-104
    5. Impact of Multiple Reflections on Secrecy Capacity of Indoor VLC System
      Jian Chen, Tao Shu
      Pages 105-123
    6. Road Context-Aware Intrusion Detection System for Autonomous Cars
      Jingxuan Jiang, Chundong Wang, Sudipta Chattopadhyay, Wei Zhang
      Pages 124-142

  4. Enterprise Network Security

    1. Front Matter
      Pages 143-143
      PDF
    2. Automated Cyber Threat Intelligence Reports Classification for Early Warning of Cyber Attacks in Next Generation SOC
      Wenzhuo Yang, Kwok-Yan Lam
      Pages 145-164
    3. HeteroUI: A Framework Based on Heterogeneous Information Network Embedding for User Identification in Enterprise Networks
      Meng Li, Lijun Cai, Aimin Yu, Haibo Yu, Dan Meng
      Pages 165-180
    4. CTLMD: Continuous-Temporal Lateral Movement Detection Using Graph Embedding
      Suya Zhao, Renzheng Wei, Lijun Cai, Aimin Yu, Dan Meng
      Pages 181-196

  5. Software Security

    1. Front Matter
      Pages 197-197
      PDF
    2. VulHunter: An Automated Vulnerability Detection System Based on Deep Learning and Bytecode
      Ning Guo, Xiaoyong Li, Hui Yin, Yali Gao
      Pages 199-218
    3. Deep Learning-Based Vulnerable Function Detection: A Benchmark
      Guanjun Lin, Wei Xiao, Jun Zhang, Yang Xiang
      Pages 219-232
    4. Automatic Demirci-Selçuk Meet-in-the-Middle Attack on SKINNY with Key-Bridging
      Qiu Chen, Danping Shi, Siwei Sun, Lei Hu
      Pages 233-247

  6. System Security

    1. Front Matter
      Pages 249-249
      PDF

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 21th International Conference on Information and Communications Security, ICICS 2019, held in Beijing, China, in December 2019. The 47 revised full papers were carefully selected from 199 submissions. The papers are organized in topics on malware analysis and detection, IoT and CPS security enterprise network security, software security, system security, authentication, applied cryptograph internet security, machine learning security, machine learning privacy, Web security, steganography and steganalysis.

Keywords

artificial intelligence authentication communication systems computer crime computer networks computer security computer systems cryptography data communication systems data security engineering internet machine learning mathematics network protocols network security signal processing telecommunication networks telecommunication systems wireless telecommunication systems

Editors and affiliations

  1. 1.Singapore University of Technology and DesignSingaporeSingapore
  2. 2.The Hong Kong Polytechnic UniversityKowloonHong Kong
  3. 3.Peking UniversityBeijingChina
  4. 4.Institute of Information EngineeringBeijingChina

Bibliographic information