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

196 Pages·2006·4.08 MB·English

by  Bhavani M. Thuraisingham (auth.)

Lecture Notes in Computer Science 3917
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Intelligence and
Security Informatics
International Workshop, WISI 2006
Singapore, April 9, 2006
Proceedings
1 3
VolumeEditors
HsinchunChen
DanielZeng
UniversityofArizona,CollegeofBPA
DepartmentofMIS,Tucson,AZ85721,USA
E-mail:{hchen,zeng}@eller.arizona.edu
FeiYueWang
ChineseAcademyofSciences
P.O.Box2728,Beijing100080,China
E-mail:[email protected]
ChristopherC.Yang
TheChineseUniversityofHongKong
DepartmentofSystemsEngineeringandEngineeringManagement
Shatin,NewTerritories,HongKong,China
E-mail:[email protected]
MichaelChau
TheUniversityofHongKong,SchoolofBusiness
FacultyofBusinessandEconomics,PokfulamRoad,HongKong,China
E-mail:[email protected]
KuiyuChang
NanyangTechnologicalUniversity,SchoolofComputerEngineering
Singapore639798,Singapore
E-mail:[email protected]
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Preface
Intelligence and security informatics (ISI) can be broadly defined as the study of the
development and use of advanced information technologies and systems for national
and international security-related applications. The First and Second Symposiums on
ISI were held in Tucson, Arizona, in 2003 and 2004, respectively. In 2005, the IEEE
International Conference on ISI was held in Atlanta, Georgia. These ISI conferences
brought together academic researchers, law enforcement and intelligence experts,
information technology consultants and practitioners to discuss their research and
practice related to various ISI topics including ISI data management, data and text
mining for ISI applications, terrorism informatics, deception detection, terrorist and
criminal social network analysis, crime analysis, monitoring and surveillance, policy
studies and evaluation, and information assurance, among others. We continued these
stream of ISI conferences by organizing the Workshop on Intelligence and Security
Informatics (WISI 2006) in conjunction with the Pacific Asia Conference on
Knowledge Discovery and Data Mining (PAKDD 2006). WISI 2006 provided a
stimulating forum for ISI researchers in Pacific Asia and other regions of the world to
exchange ideas and report research progress.
WISI 2006 was hosted by the Chinese University of Hong Kong, the University of
Arizona, the Nanyang Technological University, and the Chinese Academy of
Sciences. The one-day program included one keynote speech, four refereed paper
sessions, two invited sessions and a poster reception. The keynote speech was
delivered by Professor Bhavani Thuraisingham, who is the director of Cyber Security
Research Center at the University of Texas at Dallas. There were seven long papers
and eight short papers presented in the refereed paper sessions and 17th poster
presentations in the poster reception. We had four invited speakers presenting on the
topic of terrorism research tools in the two invited sessions. The workshop was co-
sponsored by the Chinese University of Hong Kong, the University of Arizona, and
other funding agencies.
We wish to express our gratitude to all workshop Program Committee members
and additional reviewers, who provided high-quality, valuable and constructive
review comments. Special thanks go to Ee Peng Lim and Ah Hwee Tan, who
supported the local arrangement.
April 2006 Hsinchun Chen
Feiyue Wang
Christopher C. Yang
Daniel Zeng
Michael Chau
Kuiyu Chang
Organization
WISI 2006 was hosted by the Chinese University of Hong Kong, the University of
Arizona, the Nanyang Technological University, and the Chinese Academy of
Sciences. The one-day program included one keynote speech, four refereed paper
sessions, two invited sessions and a poster reception. The workshop was co-
sponsored by the Chinese University of Hong Kong, the University of Arizona, and
other funding agencies.
Organizing Committee

Honorary Co-chairs Hsinchun Chen, The University of Arizona
Feiyue Wang, Chinese Academy of Sciences

Honorary Co-chairs Christopher C. Yang, The University of Hong Kong
Daniel Zeng, The University of Arizona

Program Co-chairs Michael Chau, The University of Hong Kong
Kuiyu Chang, Nanyang Technological University

Program Committee
Andy Chen, National Taiwan University, Taiwan
David Cheung, University of Hong Kong, Hong Kong, China
Lee-Feng Chien, Academia Sinica, Taiwan
Ruwei Dai, Chinese Academy of Sciences, China
Jason Geng, Chinese Academy of Sciences, China
Rohan Gunaratna, Institute for Defense & Strategic Studies, Singapore
Eul Guy Im, Hanyang University, Korea
Moshe Koppel, Bar-Ilan University, Israel
Kai Pui Lam, Chinese University of Hong Kong, Hong Kong, China
Wai Lam, Chinese University of Hong Kong, Hong Kong, China
Ee-peng Lim, Nanyang Technological University, Singapore
Ruqian Lu, Chinese Academy of Sciences and Fudan University, China
Anirban Majumdar, University of Auckland, New Zealand
Edna Reid, University of Arizona, USA
Dmitri Roussinov, Arizona State University, USA
Gheorghe Muresan, Rutgers University, USA
Marc Sageman, University of Pennsylvania, USA
Raj Sharman, State University of New York, Buffalo, USA
VIII Organization
Andrew Silke, University of East London, UK
David Skillicorn, Queen's University, Canada
Aixin Sun, University of New South Wales, Australia
Fu Lee Wang, City University of Hong Kong, Hong Kong, China
Jau-Hwang Wang, National Central Police University, Taiwan
Jue Wang, Chinese Academy of Sciences, China
Jun Wang, Peking University, China
Ke Wang, Simon Fraser University, Canada
Chih-Ping Wei, National Tsinghua University, Taiwan
Zhaohui Wu, Zhejiang University, China
Yiyu Yao, University of Regina, Canada
Jerome Yen, Chinese University of Hong Kong, Hong Kong, China
Jeffrey Yu, Chinese University of Hong Kong, Hong Kong, China
William Zhu, University of Auckland, New Zealand
Additional Reviewers
Ahmed Abbasi, The University of Arizona
Wei Chang, The University of Arizona
Reynold Cheng, Hong Kong Polytechnic University
Yiuming Cheung, Hong Kong Baptist University
Siddharth Kaza, The University of Arizona
James Kwok, California State University, Long Beach
Jiexun Li, The University of Arizona
Kar Wing Jaffe Li, City University of Hong Kong
Xin Li, The University of Arizona
Byron Marshall, Oregon State University
Jialun Qin, The University of Arizona
Robert Schumaker, The University of Arizona
Chik How Tan, Gjøvik University College
Gang Wang, The University of Arizona
Haotian Wu, Hong Kong Baptist University
Jennifer Xu, Bentley College
Yilu Zhou, The University of Arizona
Table of Contents
Keynote Speech
Data Mining for Security Applications
Bhavani M. Thuraisingham ..................................... 1
Web and Text Mining for Terrorism Informatics
Unraveling International Terrorist Groups’ Exploitation of the Web:
Technical Sophistication, Media Richness, and Web Interactivity
Jialun Qin, Yilu Zhou, Edna Reid, Guanpi Lai,
Hsinchun Chen ................................................ 4
Multi-lingual Detection of Terrorist Content on the Web
Mark Last, Alex Markov, Abraham Kandel ........................ 16
INEXT: An Investigative Search Tool for Knowledge Extraction
Zhen Sun, Ee-Peng Lim ........................................ 31
Cybercrime Analysis
Cybercrime in Taiwan – An Analysis of Suspect Records
WenYuan Jen, Weiping Chang, Shihchieh Chou ................... 38
Analysis of Computer Crime Characteristics in Taiwan
You-lu Liao, Cynthia Tsai ...................................... 49
A Cross Datasets Referring Outlier Detection Model Applied to
Suspicious Financial Transaction Discrimination
Tang Jun ..................................................... 58
Network Security
Detecting Novel Network Attacks with a Data Field
Feng Xie, Shuo Bai ............................................ 66
Improving Authentication Accuracy of Unfamiliar Passwords with
Pauses and Cues for Keystroke Dynamics-Based Authentication
Seong-seob Hwang, Hyoung-joo Lee, Sungzoon Cho ................. 73
X Table of Contents
Illegal Intrusion Detection Based on Hidden Information Database
Huizhang Shen, Jidi Zhao, Huanchen Wang ....................... 79
Defender Personality Traits
Tara Whalen, Carrie Gates ..................................... 85
Crime Data Mining
Mining Criminal Databases to Finding Investigation Clues—By
Example of Stolen Automobiles Database
Patrick S. Chen, K.C. Chang, Tai-Ping Hsing,
Shihchieh Chou ................................................ 91
Country Corruption Analysis with Self Organizing Maps and Support
Vector Machines
Johan Huysmans, David Martens, Bart Baesens, Jan Vanthienen,
Tony Van Gestel............................................... 103
TemporalRepresentationinSpikeDetectionofSparsePersonalIdentity
Streams
Clifton Phua, Vincent Lee, Ross Gayler, Kate Smith ............... 115
Mining Positive Associations of Urban Criminal Activities Using
Hierarchical Crime Hot Spots
Peter Phillips, Ickjai Lee........................................ 127
VCCM Mining: Mining Virtual Community Core Members Based on
Gene Expression Programming
Shaojie Qiao, Changjie Tang, Jing Peng, Hongjian Fan,
Yong Xiang ................................................... 133
Posters
Integration of a Cryptographic File System and Access Control
SeongKi Kim, WanJin Park, SeokKyoo Kim, SunIl Ahn,
SangYong Han ................................................ 139
Applications of Homomorphic Functions to Software
Obfuscation
William Zhu, Clark Thomborson, Fei-Yue Wang ................... 152
Security Model for Informational Privacy
Sabah S. Al-Fedaghi ............................................ 154
Table of Contents XI
A Viable System for Tracing Illegal Users of Video
Hyunho Kang, Brian Kurkoski, Youngran Park, Sanguk Shin,
Kazuhiko Yamaguchi, Kingo Kobayashi ........................... 156
Privacy and Security Enhanced Offline Oblivious Transfer for Massive
Data Distribution
Ickjai Lee, Hossein Ghodosi ..................................... 159
The Effectiveness of Artificial Rhythms and Cues in Keystroke
Dynamics Based User Authentication
Pilsung Kang, Sunghoon Park, Sungzoon Cho, Seong-seob Hwang,
Hyoung-joo Lee ................................................ 161
Cascade Damage Estimation Model for Internet Attacks
Taek Lee, Hoh Peter In, Eul-Gyu Im, Heejo Lee ................... 163
A New Secure Key Exchange Protocol Between STB and Smart Card
in DTV Broadcasting
Eun-Jun Yoon, Kee-Young Yoo .................................. 165
A Fuzzy Anomaly Detection System
Dan Li, Kefei Wang, Jitender S. Deogun ......................... 167
Hidden Markov Model Based Intrusion Detection
Zhi-Yong Liu, Hong Qiao ....................................... 169
One-Class Strategies for Security Information Detection
Qing Tao, Gao-wei Wu, Jue Wang............................... 171
Design of an Emergency Prediction and Prevention Platform for
Societal Security Decision Support Using Neural Networks
Zeng-Guang Hou, Min Tan ..................................... 173
A Novel Identity Authentication Technique Without Trustworthy
Third-Party Based on Fingerprint Verification
Liang Li, Jie Tian, Xin Yang ................................... 175
Cyberspace Community Analysis and Simulation Using Complex
Dynamic Social Networks
Baihua Xiao, Huiguang He, Yaodong Li, Chunheng Wang........... 177
Analysis of Infectious Disease Data Based on Evolutionary
Computation
Dong-bin Zhao, Jian-qiang Yi ................................... 179
XII Table of Contents
Rule+Exception Learning-Based Class Specification and Labeling in
Intelligence and Security Analysis
Jue Wang, Fei-Yue Wang, Daniel D. Zeng ........................ 181
A Computational Framework for Decision Analysis and Support in ISI:
Artificial Societies, Computational Experiments, and Parallel Systems
Fei-Yue Wang ................................................. 183
Author Index................................................... 185