Intelligence and Security Informatics : International Workshop, WISI 2006, Singapore, April 9, 2006, Proceedings

by Chen, Hsinchun; Wang, Feiyue; Yang, Christopher C.; Zeng, Daniel D.; Chau, Michael

• ISBN13: 9783540333616
• ISBN10: 3540333614
• Format: Paperback
• Copyright: 2006-04-15
• Publisher: Springer Verlag

Summary

This book constitutes the refereed proceedings of the International Workshop on Intelligence and Security Informatics, WISI 2006, held in Singapore in conjunction with the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2006).The 32 revised full papers presented together with the abstract of the keynote talk were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on Web and text mining for terrorism informatics, cybercrime analysis, network security, and crime data mining.

Table of Contents

Data mining for security applications	p. 1
Unraveling international terrorist groups' exploitation of the Web : technical sophistication, media richness, and web interactivity	p. 4
Multi-lingual detection of terrorist content on the Web	p. 16
INEXT : an investigative search tool for knowledge extraction	p. 31
Cybercrime in Taiwan - an analysis of suspect records	p. 38
Analysis of computer crime characteristics in Taiwan	p. 49
A cross datasets referring outlier detection model applied to suspicious financial transaction discrimination	p. 58
Detecting novel network attacks with a data field	p. 66
Improving authentication accuracy of unfamiliar passwords with pauses and cues for keystroke dynamics-based authentication	p. 73
Illegal intrusion detection based on hidden information database	p. 79
Defender personality traits	p. 85
Mining criminal databases to finding investigation clues - by example of stolen automobiles database	p. 91
Country corruption analysis with self organizing maps and support vector machines	p. 103
Temporal representation in spike detection of sparse personal identity streams	p. 115
Mining positive associations of urban criminal activities using hierarchical crime hot spots	p. 127
VCCM mining : mining virtual community core members based on gene expression programming	p. 133
Integration of a cryptographic file system and access control	p. 139
Applications of homomorphic functions to software obfuscation	p. 152
Security model for informational privacy	p. 154
A viable system for tracing illegal users of video	p. 156
Privacy and security enhanced offline oblivious transfer for massive data distribution	p. 159
The effectiveness of artificial rhythms and cues in keystroke dynamics based user authentication	p. 161
Cascade damage estimation model for Internet attacks	p. 163
A new secure key exchange protocol between STB and smart card in DTV broadcasting	p. 165
A fuzzy anomaly detection system	p. 167
Hidden Markov model based intrusion detection	p. 169
One-class strategies for security information detection	p. 171
Design of an emergency prediction and prevention platform for societal security decision support using neural networks	p. 173
A novel identity authentication technique without trustworthy third-party based on fingerprint verification	p. 175
Cyberspace community analysis and simulation using complex dynamic social networks	p. 177
Analysis of infectious disease data based on evolutionary computation	p. 179
Rule+exception learning-based class specification and labeling in intelligence and security analysis	p. 181
A computational framework for decision analysis and support in ISI : artificial societies, computational experiments, and parallel systems	p. 183
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