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Intelligence and Security Informatics

11th Pacific Asia Workshop. PAISI 2016, Auckland, New Zealand, April 19, 2016, Proceedings

  • Michael Chau
  • G. Alan Wang
  • Hsinchun Chen
Conference proceedings PAISI 2016

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9650)

Also part of the Security and Cryptology book sub series (LNSC, volume 9650)

Table of contents

  1. Front Matter
    Pages I-XII
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  2. Network-Based Data Analytics

    1. Front Matter
      Pages 1-1
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    2. The Use of Reference Graphs in the Entity Resolution of Criminal Networks
      David Robinson
      Pages 3-18
    3. Heterogeneous Information Networks Bi-clustering with Similarity Regularization
      Xianchao Zhang, Haixin Li, Wenxin Liang, Linlin Zong, Xinyue Liu
      Pages 19-30

  3. Data and Text Mining

    1. Front Matter
      Pages 31-31
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    2. A Profile-Based Authorship Attribution Approach to Forensic Identification in Chinese Online Messages
      Jianbin Ma, Bing Xue, Mengjie Zhang
      Pages 33-52
    3. Multilevel Syntactic Parsing Based on Recursive Restricted Boltzmann Machines and Learning to Rank
      Jungang Xu, Hong Chen, Shilong Zhou, Ben He
      Pages 53-62
    4. Stratified Over-Sampling Bagging Method for Random Forests on Imbalanced Data
      He Zhao, Xiaojun Chen, Tung Nguyen, Joshua Zhexue Huang, Graham  Williams, Hui Chen
      Pages 63-72
    5. Revisiting Attribute Independence Assumption in Probabilistic Unsupervised Anomaly Detection
      Sunil Aryal, Kai Ming Ting, Gholamreza Haffari
      Pages 73-86
    6. Incremental Privacy-Preserving Association Rule Mining Using Negative Border
      Duc H. Tran, Wee Keong Ng, Y. D. Wong, Vinh V. Thai
      Pages 87-100
    7. Differentially Private Multi-task Learning
      Sunil Kumar Gupta, Santu Rana, Svetha Venkatesh
      Pages 101-113
    8. Intelligent Recognition of Spontaneous Expression Using Motion Magnification of Spatio-temporal Data
      B. M. S. Bahar Talukder, Brinta Chowdhury, Tamanna Howlader, S. M. Mahbubur Rahman
      Pages 114-128

  4. Cybersecurity and Infrastructure Protection

    1. Front Matter
      Pages 129-129
      PDF
    2. k-NN Classification of Malware in HTTPS Traffic Using the Metric Space Approach
      Jakub Lokoč, Jan Kohout, Přemysl Čech, Tomáš Skopal, Tomáš Pevný
      Pages 131-145
    3. A Syntactic Approach for Detecting Viral Polymorphic Malware Variants
      Vijay Naidu, Ajit Narayanan
      Pages 146-165
    4. Small State Acquisition of Offensive Cyberwarfare Capabilities: Towards Building an Analytical Framework
      Daniel Hughes, Andrew Colarik
      Pages 166-179
    5. Data-Driven Stealthy Injection Attacks on Smart Grid with Incomplete Measurements
      Adnan Anwar, Abdun Naser Mahmood, Mark Pickering
      Pages 180-192
    6. Information Security in Software Engineering, Analysis of Developers Communications About Security in Social Q&A Website
      Shahab Bayati, Marzieh Heidary
      Pages 193-202
  5. Back Matter
    Pages 203-203
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About these proceedings

Introduction

This book constitutes the refereed proceedings of the 11th Pacific Asia Workshop on Intelligence and Security Informatics, PAISI 2016, held in Auckland, New Zealand, in April 2016 in conjunction with PAKDD 2016, the 20th Pacific-Asia Conference on Knowledge Discovery and Data Mining.
The 7 revised full papers presented together with 7 short papers were carefully reviewed and selected from 23 submissions. The papers cover network-based data analytics, data and text mining, and cyber security and infrastructure protection.

Keywords

Artificial intelligence Classification Clustering Computer crime Cybercrime Data mining Data security Information retrieval Information security Machine learning Privacy Security Social media analytics

Editors and affiliations

  • Michael Chau
    • 1
  • G. Alan Wang
    • 2
  • Hsinchun Chen
    • 3
  1. 1.The University of Hong KongHong KongHong Kong
  2. 2.Virginia TechBlacksburgUSA
  3. 3.The University of ArizonaTucsonUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-31863-9
  • Copyright Information Springer International Publishing Switzerland 2016
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-31862-2
  • Online ISBN 978-3-319-31863-9
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site