Intelligence and Security Informatics: 11th Pacific Asia Workshop. PAISI 2016, Auckland, New Zealand, April 19, 2016, Proceedings (Lecture Notes in Computer Science Book 9650)

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. Front Matter....Pages I-XII Front Matter....Pages 1-1 The Use of Reference Graphs in the Entity Resolution of Criminal Networks....Pages 3-18 Heterogeneous Information Networks Bi-clustering with Similarity Regularization....Pages 19-30 Front Matter....Pages 31-31 A Profile-Based Authorship Attribution Approach to Forensic Identification in Chinese Online Messages....Pages 33-52 Multilevel Syntactic Parsing Based on Recursive Restricted Boltzmann Machines and Learning to Rank....Pages 53-62 Stratified Over-Sampling Bagging Method for Random Forests on Imbalanced Data....Pages 63-72 Revisiting Attribute Independence Assumption in Probabilistic Unsupervised Anomaly Detection....Pages 73-86 Incremental Privacy-Preserving Association Rule Mining Using Negative Border....Pages 87-100 Differentially Private Multi-task Learning....Pages 101-113 Intelligent Recognition of Spontaneous Expression Using Motion Magnification of Spatio-temporal Data....Pages 114-128 Front Matter....Pages 129-129 k-NN Classification of Malware in HTTPS Traffic Using the Metric Space Approach....Pages 131-145 A Syntactic Approach for Detecting Viral Polymorphic Malware Variants....Pages 146-165 Small State Acquisition of Offensive Cyberwarfare Capabilities: Towards Building an Analytical Framework....Pages 166-179 Data-Driven Stealthy Injection Attacks on Smart Grid with Incomplete Measurements....Pages 180-192 Information Security in Software Engineering, Analysis of Developers Communications About Security in Social Q&A Website....Pages 193-202 Back Matter....Pages 203-203 This book constitutes the refereed proceedings of the Pacific Asia Workshop on Intelligence and Security Informatics, PAISI 2013, held in Beijing, China, in August 2013 in conjunction with the International Joint Conference on Artificial Intelligence (IJCAI 2013). The 4 revised full papers presented together with 7 short papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on information sharing and data/text mining; terrorism informatics; network-based data analytics; and information access and security.