Intelligence and Security Informatics
Pacific Asia Workshop, PAISI 2012, Kuala Lumpur, Malaysia, May 29, 2012, Proceedings
Erschienen am 24. Mai 2012
X, 207 Seiten
978-3-642-30428-6 (ISBN)
Beschreibung
This book constitutes the refereed proceedings of the Pacific Asia Workshop on Intelligence and Security Informatics, PAISI 2012, held in Kuala Lumpur, Malaysia, in May 2012 - held in conjunction with the Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2012). The 8 revised full papers and the 8 revised short papers presented together with 1 keynote lecture were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on terrorism informatics and crime analysis, social media, intrusion detection, data and text mining, as well as information access and security.
Weitere Details
Weitere Ausgaben
Andere Ausgaben
Michael Chau | G. Alan Wang | Wei Thoo Yue
Intelligence and Security Informatics
Pacific Asia Workshop, PAISI 2012, Kuala Lumpur, Malaysia, May 29, 2012, Proceedings
Buch
05/2012
1. Auflage
Springer
53,49 €
Versand in 7-9 Tagen
Inhalt
- Title
- Preface
- Organization
- Table of Contents
- Keynote Paper
- Cloud-Centric Assured Information Sharing
- Introduction
- System Design and Implementation
- Proof of Concept Prototype of CAISS
- Design of CAISS++
- Formal Policy Analysis
- Implementation Approach
- Related Work
- Our Related Research
- Overall Related Research
- Commercial Developments
- Summary and Directions
- References
- Terrorism Informatics and Crime Analysis
- Illicit Activities and Terrorism in Cyberspace: An Exploratory Study in the Southeast Asian Region
- Introduction
- Literature Review
- Case Study: Identifying Active Participants
- Research Questions
- Web Crawler Application
- Information Gathering Processes
- Results
- Conclusion
- References
- CybercrimeIR - A Technological Perspective to Fight Cybercrime
- Introduction
- Literature Review
- The Need of Integrating Cybercrime Materials of Law Enforcement Globally
- Information Retrieval Techniques
- System Design
- Part I: Cybercrime Materials Collection
- Part II: Textual Analysis and Classification
- Part III: User-Oriented Search Support
- Experiments and Discussions
- Testbed
- Feature Generation and Performance Measure
- Discussions
- Conclusions and Future Directions
- References
- Social Media
- Information Credibility on Twitter in Emergency Situation
- Introduction
- Related Work
- Information Credibility
- Twitter's Effect in Emergency Situation
- Emergency Situation Monitor
- Automatic Related Tweets Collection
- Semi-automatic Emergency Situation Detection
- Credibility Analysis
- Labeling the Related Tweets
- Features Extraction
- Supervised Learning Algorithm
- Experiments and Results
- Data Collection
- Data Analysis
- Conclusions
- References
- Multi-Layer Network for Influence Propagation over Microblog
- Introduction
- Related Work
- Multi-Layer Network Model
- Definitions
- Algorithm for Creating Multi-Layer Network
- Influence Propagation Model
- Linear Multi-Thresholds Model
- Model Training Algorithm
- Experiments
- Data Set
- Model Training
- Testing Result
- MLN Model vs. SLN Model
- Conclusions and Future Work
- References
- A Hybrid System for Online Detection of Emotional Distress
- Introduction
- Related Work
- System Architecture
- Hand-Crafted Model
- Lexicon Creation
- Subjective Sentence Identification
- Sentence Polarity Prediction
- Sentence Score Aggregation
- Evaluation Plan
- Ongoing Work
- References
- Intrusion Detection
- Process Mining and Security: Visualization in Database Intrusion Detection
- Introduction
- Related Work
- Database Intrusion Detection Visualization Using Process Mining
- Process Mining Fundamentals
- Data Input Format
- Architecture of Intrusion Detection System
- Experiments and Discussions
- Conclusions
- References
- Securing Advanced Metering Infrastructure Using Intrusion Detection System with Data Stream Mining
- Introduction
- AMI Overview
- Related Work
- Security Issues in AMI
- Stream Data Mining for Intrusion Detection System
- Intrusion Detection System in AMI
- Proposed Architecture
- Experimental Setup
- Data Set
- Algorithms Explored
- Results and Analysis
- Discussions
- Comparison with Existing Works
- Evaluation of Proposed Architecture
- Conclusion and Future Work
- References
- Data and Text Mining
- A Universal Toolkit for Cryptographically Secure Privacy-Preserving Data Mining
- Introduction
- Data Mining Using Secure Multi-Party Computation
- The Sharemind Toolkit
- Performance Tuning Tricks
- Deployment Scenarios
- RelatedWork
- Frequent Itemset Mining
- Designing Privacy-Preserving Algorithms
- A Privacy-Preserving Apriori Algorithm
- A Privacy-Preserving Eclat Algorithm
- Hybrid Traversal over the Search Space
- Security Analysis
- Experimental Results
- Analysis of Computational Experiments
- RelatedWork
- Feasibility in Real World Applications
- Conclusion
- References
- Identifying Walk Cycles for Human Recognition
- Introduction
- Gait Representation
- Trajectories of Movement
- Distance-Time Dependency Signals
- Normalization of Signals
- Footstep Identification
- Walk Cycle Identification
- Time Normalization
- Experimental Evaluation
- Methodology
- Results
- Conclusions
- References
- Chinese Organization Name Recognition Based on Multiple Features
- Introduction
- Related Work
- Features of Chinese Organization Name
- Structure of CON
- Core Feature Word Library
- Left-Border Rule Set
- Evaluate and Refine
- Behavior Features
- Debugging Structure Pattern Features
- The Process of Recognition Algorithm
- Initial Recognition Module
- Recognition Evaluation and Refining Module
- Experiments
- Conclusion
- References
- A Plagiarism Detection System for Arabic Text-Based Documents
- Introduction
- Background
- System Overview
- Paper Organization
- Text Preprocessing
- Stoplist
- Stemming
- Text Segmentation
- Fingerprinting
- Winnowing
- Indexing and Searching
- Post-processing
- Performance Evaluation
- Comparative Results
- Conclusions
- References
- Examining Text Categorization Methods for Incidents Analysis
- Introduction
- Machine Learning Methods for Text Categorization
- Fuzzy Grammar Method for Text Categorization
- Results and Discussion
- Conclusion
- References
- Information Access and Security
- Multi-Committer Threshold Commitment Scheme from Lattice
- Introduction
- Preliminaries
- Intractability Assumptions
- LWE Cryptosystem
- The Bit LWE Cryptosystem
- The Multi-bit LWE Cryptosystem
- Multi-Committer Threshold Commitment Scheme against Adaptive Corruption
- Formal Security Model
- Description of Multi-Committer Threshold Commitment Scheme
- Security Proof
- Conclusion
- References
- Conjunctive Keywords Searchable Encryption with Efficient Pairing, Constant Ciphertext and Short Trapdoor
- Introduction
- Syntax and Preliminaries
- Syntax for CPEKS
- Admissible Bilinear Maps in Composite Order Group
- Mathematic Assumptions
- Construction in Composite Order Groups
- Our Construction
- Consistency
- Construction in Prime Order Groups
- Construction
- Consistency
- Security Analysis
- Conclusion
- References
- A Simultaneous Members Enrollment and RevocationProtocol for Secret Sharing Schemes
- Introduction
- The Proposed Protocol
- Building Blocks
- Notations and Assumptions
- Our Protocol Description
- Security Analysis
- Conclusions
- References
- SaaS-Driven Botnets
- Introduction
- SaaS-Driven Botnets
- SaaS
- Botnets
- SaaS-Driven Botnets
- Analysis of SaaS-Driven Botnets
- Defense against SaaS-Driven Botnets
- Browser-Based Approach
- Network-Based Approach
- Conclusion
- References
- Author Index
