Intelligence and Security Informatics

11th Pacific Asia Workshop. PAISI 2016, Auckland, New Zealand, April 19, 2016, Proceedings
Herausgegeben:Chau, Michael; Wang, G. Alan; Chen, Hsinchun

• Broschiertes Buch

Produktbeschreibung

Thisbook constitutes the refereed proceedings of the 11th Pacific Asia Workshop onIntelligence and Security Informatics, PAISI 2016, held in Auckland, NewZealand, in April 2016 in conjunction with PAKDD 2016, the 20th Pacific-AsiaConference on Knowledge Discovery and Data Mining.
The7 revised full papers presented together with 7 short papers were carefullyreviewed and selected from 23 submissions. The papers cover network-based dataanalytics, data and text mining, and cyber security and infrastructureprotection.

Produktdetails

• Lecture Notes in Computer Science 9650
• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-319-31862-2
• 1st ed. 2016
• Seitenzahl: 216
• Erscheinungstermin: 29. März 2016
• Englisch
• Abmessung: 235mm x 155mm x 12mm
• Gewicht: 336g
• ISBN-13: 9783319318622
• ISBN-10: 3319318624
• Artikelnr.: 44612984

Inhaltsangabe

The Use of Reference Graphs in the Entity Resolutionof Criminal Networks.- Heterogeneous Information Networks Bi-clustering withSimilarity Regularization.- A Profile-Based Authorship Attribution Approach toForensic Identification in Chinese Online Messages.- Multilevel SyntacticParsing Based on Recursive Restricted Boltzmann Machines and Learning to Rank.-Stratified Over-sampling Bagging Method for Random Forests on Imbalanced Data.-Revisiting Attribute Independence Assumption in Probabilistic UnsupervisedAnomaly Detection.- Incremental Privacy-Preserving Association Rule MiningUsing Negative Border.- Differentially Private Multi-task Learning.- IntelligentRecognition of Spontaneous Expression Using Motion Magnification ofSpatio-Temporal Data.- Cyber security and Infrastructure Protection k-NN Classificationof Malware in HTTPS Traffic Using the Metric Space Approach.- A SyntacticApproach for Detecting Viral Polymorphic Malware Variants.- Small StateAcquisition of Offensive Cyber warfare Capabilities: Towards Building anAnalytical Framework.- Data-Driven Stealthy Injection Attacks on Smart Gridwith Incomplete Measurements.- Information Security in Software Engineering,Analysis of Developers Communications about Security in Social Q&A Website.