
Intelligence and Security Informatics
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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
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