Intelligence and Security Informatics

Name: Intelligence and Security Informatics | 12th Pacific Asia Workshop, PAISI 2017, Jeju Island, South Korea, May 23, 2017, Proceedings
Brand: Springer
Price: 53.49 EUR
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12th Pacific Asia Workshop, PAISI 2017, Jeju Island, South Korea, May 23, 2017, Proceedings

G. Alan Wang Michael Chau Hsinchun Chen(Herausgeber*in)

Springer (Verlag)

Erschienen am 11. Mai 2017

VII, 151 Seiten

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978-3-319-57463-9 (ISBN)

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Inhalt

Intro
Preface
Organizing Committee and Program Committee
Contents
Cybersecurity and Infrastructure Protection
The Cyberbullying Assessment of Capable Guardianship in Routine Activity Theory
Abstract
1 Introduction
1.1 Cyberbullying Depression as a Risk Factor for Suicide
1.2 Cyberbullying on Social Media
2 Literature Reviews
2.1 Bullying and Cyberbullying
2.1.1 Bullying
2.1.2 Cyberbullying
2.1.3 Comparison
2.2 Routine Activity Theory
2.2.1 Motivated Offenders
2.2.2 Suitable Targets
2.2.3 Absence of Capable Guardianship
3 Case Study
3.1 Suicide Case
3.2 Discussions and Analyses
3.2.1 Motivated Offenders
3.2.2 Suitable Targets
3.2.3 Absence of Capable Guardianship
4 A Purposed Capable Guardianship Strategy for Fighting Cyberbullying
4.1 Internet Users
4.1.1 Cyber-Surrounding Monitory
4.1.2 Warning Attention
4.1.3 Primary Report
4.2 Webmasters
4.2.1 Terms of Use
4.2.2 Red Box in Risky Place
4.2.3 Negative Point Deletion
4.3 Police Officers
4.3.1 Framework Development
4.3.2 Online Patrol
4.3.3 Stop Cyberbullying Campaign
5 Conclusion
References
The Hierarchy of Cyber War Definitions
Abstract
1 Introduction
2 Methodology
3 The Discourse of Definitions: Cyber War and Cyber Warfare
4 Explicit Definitions of Cyber War and Cyber Warfare
5 A Discourse Hierarchy
6 Conclusions
References
Differentiating the Investigation Response Process of Cyber Security Incident for LEAs
Abstract
1 Introduction
1.1 People: Governance on Digital Forensics
1.2 Process: ISO/IEC 27043: 2015
1.3 Technology: Helix3 Toolkits
2 Reviews
2.1 Crime Investigation and Forensic Science
2.1.1 Criminal Investigation at Scene
2.1.2 Forensic Science at Lab
2.2 Traditional Digital Forensics
2.2.1 Focus on Dead Forensics: Static Analysis of Image Evidence
2.2.2 Loss on Live Forensics: Dynamic Change of Digital Evidence
3 Differentiating ISO/IEC 27043: 2015 Process Class and Activity in Cyber Security Incident for LEAs
3.1 Preparation
3.1.1 Readiness Processes
3.2 Live Investigative Response for First Responders at Scene
3.2.1 Initialization Processes
3.2.2 Acquisitive Processes
3.3 Dead Forensic Analysis for Lab Managers at Lab
3.3.1 Acquisitive Processes
3.3.2 Investigative Processes
4 A Proposed Framework of Exploring ISO/IEC 27043: 2015 Activities to Lessen the Caseload Burden for LEAs
4.1 Experiment Design
4.1.1 Hardware
4.1.2 Software
4.2 Toolkit Environment
4.2.1 Windows Mode at Scene
4.2.2 Linux/Ubuntu Mode at Scene or Lab
4.3 Analysis Mode of Exploring ISO/IEC 27043: 2015 Activities
4.3.1 Analysis Mode 1: Live Investigative Response at Scene
4.3.2 Analysis Mode 2: Dead Forensic Analysis at Lab
5 Conclusions
Acknowledgment
References
`Security Theater': On the Vulnerability of Classifiers to Exploratory Attacks
1 Introduction
2 Related Work on Exploratory Attacks on Machine Learning Based Classifiers
3 Data Driven Attacks on Classifiers
3.1 The Anchor Points(AP) Attack
3.2 The Reverse Engineering(RE) Attack
4 Empirical Evaluation
4.1 Experimental Setup
4.2 Experiments with Symmetric Defender Model
4.3 Experiments with Non-symmetric Defender Model
5 Conclusion and Future Work
References
Network-Based Data Analytics
A Structural Based Community Similarity Algorithm and Its Application in Scientific Event Detection
1 Introduction
2 Related Works
2.1 Community Tracking
2.2 Graph Similarity
2.3 Properties a Convincing Community Similarity Algorithm should Satisfy
3 Methodology
3.1 The Basic Idea of the Novel Community Similarity Algorithm
3.2 The Measurement of Nodes' Influence
3.3 The Structural Based Community Similarity (SCS) Algorithm
3.4 Properties a Convincing Community Similarity Algorithm should Satisfy
4 Experiments
4.1 Experiments on Synthetic Data Set
4.2 Experiments on Scholarly Data Set
5 Conclusions
References
Link Prediction in Temporal Heterogeneous Networks
1 Introduction
2 Literature Review
2.1 Link Prediction Literature for Heterogeneous Networks
2.2 Temporal Link Prediction
3 Link Prediction in Heterogeneous Environment
3.1 Problem Statement
3.2 Notation
3.3 Non-temporal Measures Proposed for Heterogeneous Networks
3.4 Temporal Measures Proposed for Heterogeneous Networks
4 Implementation of Heterogeneous Measures for Bibliographic Networks
4.1 Performance Evaluation
4.2 Evaluation Measures
4.3 Experimental Setting
4.4 Results and Discussion
5 Conclusion
References
NetRating: Credit Risk Evaluation for Loan Guarantee Chain in China
1 Introduction
2 Related Works
2.1 Researches About the Guarantee Chain in China
2.2 Researches About the Financial Networks
2.3 Traditional Financial Risk Management
3 Methodologies
3.1 Credit Rating
3.2 NetRating Based on the k-shell Decomposition Method
3.3 NetRating Based on the Directed k-shell Decomposition Method
4 Experiments
4.1 Data Set and Pre-processing
4.2 Evaluation of the NetRating Strategy
4.3 Evaluation of the Directed NetRating Strategy
5 Conclusions
References
Information Access and Security
VQ Coding in Data Hiding Using Correlated Neighboring Blocks in Security Performance
1 Introduction
2 Related Work
2.1 Vector Quantization (VQ)
2.2 Huffman Code
2.3 Codestream-Based VQ Information Hiding Method
3 Our Proposed Elastic Indicator VQ Information Hiding Method
3.1 The Encoding Process
3.2 The Decoding Process
3.3 Variable Selections and the Encoding/Decoding Process of key
4 Experimental Results
4.1 Compression
4.2 Security
5 Conclusions
References
Idology and Its Applications in Public Security and Network Security
Abstract
1 Introduction
2 Several Definitions Relevant to Identification
2.1 Identity, Subject, Object, and Idology
2.2 Symmetric Identity and Asymmetric Identity
2.2.1 Symmetric Identities
2.2.2 Asymmetric Identities
2.2.3 Conversion of a Symmetric Identity to an Asymmetric Identity
2.3 Comparison Between a Symmetric Identity and an Asymmetric Identity
2.4 Comparison Between a Symmetric Identity and an Asymmetric Identity
3 Foundation of Lightweight Asymmetric Identities
3.1 Optimized REESSE1+ Signing Scheme
3.1.1 Key Generation Algorithm
3.1.2 Digital Signing Algorithm
3.1.3 Signature Authentication Algorithm
3.2 Juna Hash Function
3.2.1 Initialization Algorithm
3.2.2 Compression Algorithm
4 United Verification Platform for BFIDs and Identification Systems
4.1 Topological Structure of the Platform
4.2 Software Composition of an Identification System
5 Applications of Idology
5.1 Applications in Public Security
5.2 Applications in Network Security
6 Conclusion
Acknowledgment
References
Author Index

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