The book is organized in four major areas. The first unit focuses on the terrorism informatics and data mining. The second unit discusses the intelligence and crime analysis. The third unit covers access control, infrastructure protection, and privacy. The fourth unit presents surveillance and emergency response. Readers will find the book valuable and useful in their study or work, especially the ISI community. The researchers and practitioners in this community will continue to grow and share research findings to contribute to national safety around the world. The IEEE International…mehr
The book is organized in four major areas. The first unit focuses on the terrorism informatics and data mining. The second unit discusses the intelligence and crime analysis. The third unit covers access control, infrastructure protection, and privacy. The fourth unit presents surveillance and emergency response.
Readers will find the book valuable and useful in their study or work, especially the ISI community. The researchers and practitioners in this community will continue to grow and share research findings to contribute to national safety around the world.The IEEE International Conference on Intelligence and Security Informatics (ISI) and Pacific Asia Workshop on Intelligence and Security Informatics (PAISI) conference series have drawn significant attention in the recent years. Intelligence and Security Informatics is concerned with the study of the dev- opment and use of advanced information technologies and systems for national, int- national, and societal security-related applications. The ISI conference series have brought together academic researchers, law enforcement and intelligence experts, - formation technology consultant and practitioners to discuss their research and pr- tice related to various ISI topics including ISI data management, data and text mining for ISI applications, terrorism informatics, deception and intent detection, terrorist and criminal social network analysis, public health and bio-security, crime analysis, - ber-infrastructure protection, transportation infrastructure security, policy studies and evaluation, information assurance, among others. In this book, we collect the work of the most active researchers in the area. Topics include data and text mining in terr- ism, information sharing, social network analysis, Web-based intelligence monitoring and analysis, crime data analysis, infrastructure protection, deception and intent det- tion and more. Scope and Organization The book is organized in four major areas. The first unit focuses on the terrorism - formatics and data mining. The second unit discusses the intelligence and crime analysis. The third unit covers access control, infrastructure protection, and privacy. The forth unit presents surveillance and emergency response.
Terrorism Informatics and Data Mining.- Assured Information Sharing: Technologies, Challenges and Directions.- Automating Event Extraction for the Security Domain.- Knowledge Discovery and Information Visualization for Terrorist Social Networks.- Understanding the Nexus of Terrorist Web Sites.- Multi-lingual Detection of Web Terrorist Content.- Modeling Anticipatory Event Transitions.- Exploring Gray Web Forums: Analysis and Investigation of Forum-Based Communities in Taiwan.- Intelligence and Crime Analysis.- Identifying Interesting Networks of Criminal Activity.- Name Matching in Law Enforcement Database.- Discovering Investigation Clues through Mining Criminal Databases.- Automated Filtering on Data Streaming for Intelligence Analysis.- Personal Information Management for Intelligence Tasks.- A Data Miner's Approach to Country Corruption Analysis.- Access Control, Infrastructure Protection and Privacy.- Protecting Private Information in Online Social Networks.- Protection of Database Security Via Collaborative Inference Detection.- Suspect Vehicle Identification for Border Safety.- Optimization Problems for Port-of-Entry Detection Systems.- Modeling and Validation of Aviation Security.- Surveillance and Emergency Response.- Anomaly Detection in Moving Object.- Intelligent Face Recognition.- Video Analysis of Vehicles and Persons for Surveillance.- Video-Based Deception Detection.
Full Papers.- Aligning Simulation Models of Smallpox Outbreaks.- Data Analytics for Bioterrorism Surveillance.- West Nile Virus and Botulism Portal: A Case Study in Infectious Disease Informatics.- A Novel Policy and Information Flow Security Model for Active Network.- A Novel Autonomous Trust Management Model for Mobile Agents.- Privacy-Preserving Inter-database Operations.- Finding Unusual Correlation Using Matrix Decompositions.- Generating Concept Hierarchies from Text for Intelligence Analysis.- Interactive Query Languages for Intelligence Tasks.- Terrorism Knowledge Discovery Project: A Knowledge Discovery Approach to Addressing the Threats of Terrorism.- The Architecture of the Cornell Knowledge Broker.- Computer-Based Training for Deception Detection: What Users Want?.- Identifying Multi-ID Users in Open Forums.- Self-efficacy, Training Effectiveness, and Deception Detection: A Longitudinal Study of Lie Detection Training.- Composite Role-Based Monitoring (CRBM) for Countering Insider Threats.- Critical Infrastructure Integration Modeling and Simulation.- Mining Normal and Intrusive Activity Patterns for Computer Intrusion Detection.- The Optimal Deployment of Filters to Limit Forged Address Attacks in Communication Networks.- A Tool for Internet Chatroom Surveillance.- ChatTrack: Chat Room Topic Detection Using Classification.- SECRETS: A Secure Real-Time Multimedia Surveillance System.- Studying E-Mail Graphs for Intelligence Monitoring and Analysis in the Absence of Semantic Information.- THEMIS: Threat Evaluation Metamodel for Information Systems.- Balancing Security and Privacy in the 21 st Century.- IT Security Risk Management under Network Effects and Layered Protection Strategy.- Mind the Gap: The Growing Distance between Institutional and Technical Capabilities in Organizations Performing Critical Operations.- Analyzing and Visualizing Criminal Network Dynamics: A Case Study.- Discovering Hidden Groups in Communication Networks.- Generating Networks of Illegal Drug Users Using Large Samples of Partial Ego-Network Data.- Short Papers.- Using Speech Act Profiling for Deception Detection.- Testing Various Modes of Computer-Based Training for Deception Detection.- The Use of Data Mining Techniques in Operational Crime Fighting.- Spatial Forecast Methods for Terrorist Events in Urban Environments.- Web-Based Intelligence Notification System: Architecture and Design.- Cross-Lingual Semantics for Crime Analysis Using Associate Constraint Network.- Experimental Studies Using Median Polish Procedure to Reduce Alarm Rates in Data Cubes of Intrusion Data.- Information Sharing and Collaboration Policies within Government Agencies.- Intrusion-Tolerant Intrusion Detection System.- Optimal Redundancy Allocation for Disaster Recovery Planning in the Network Economy.- Semantic Analysis for Monitoring Insider Threats.- Towards a Social Network Approach for Monitoring Insider Threats to Information Security.- Extended Abstracts for Posters.- Policy-Based Information Sharing with Semantics.- Determining the Gender of the Unseen Name through Hyphenation.- A Framework for a Secure Federated Patient Healthcare System.- Vulnerability Analysis and Evaluation within an Intranet.- Security Informatics: A Paradigm Shift in Information Technology Education.- Research of Characteristics of Worm Traffic.- Panel Discussion Papers.- MIPT: Sharing Terrorism Information Resources.- Post-9/11 Evolution of Al Qaeda.- Utilizing the Social and Behavioral Sciences to Assess, Model, Forecast and Preemptively Respond to Terrorism.
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