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Intelligence and Security Informatics de G. Alan Wang

Intelligence and Security Informatics: Lecture Notes in Computer Science, cartea 10241

Editat de G. Alan Wang, Michael Chau, Hsinchun Chen
en Limba Engleză Paperback – 14 apr 2017
This book constitutes the refereed proceedings of the 12th Pacific Asia Workshop on Intelligence and Security Informatics, PAISI 2017, held in Jeju Island, South Korea, in May 2017 in conjunction with PAKDD 2017, the 21st Pacific-Asia Conference on Knowledge Discovery and Data Mining.

The 8 revised full papers and one short paper were carefully reviewed and selected from 13 submissions. The papers cover topics such as information access and security, cybersecurity and infrastructure protection, data and text mining, and network based data analytics.
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Specificații

ISBN-13: 9783319574622
ISBN-10: 3319574620
Pagini: 160
Ilustrații: VII, 151 p. 55 illus.
Dimensiuni: 155 x 235 x 9 mm
Greutate: 0.25 kg
Ediția:1st edition 2017
Editura: Springer
Colecția Lecture Notes in Computer Science
Seria Lecture Notes in Computer Science

Locul publicării:Cham, Switzerland

Caracteristici

Includes supplementary material: sn.pub/extras Includes supplementary material: sn.pub/extras

Cuprins

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.

Textul de pe ultima copertă

This book constitutes the refereed proceedings of the Pacific Asia Workshop on Intelligence and Security Informatics, PAISI 2015, held in Ho Chi Minh City, Vietnam, in May 2015 in conjunction with PAKDD 2015, the 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining.
The 8 revised full papers presented were carefully reviewed and selected from numerous submissions. Topics of the workshop are information sharing and big data analytics, infrastructure protection and emergency responses, cybercrime and terrorism informatics and analytics, as well as enterprise risk management, IS security, and social media analytics. The papers present a significant view on regional data sets and case studies, including online social media and multimedia, fraud deception, and text mining.