Security, Privacy and Anonymity in Computation, Communication and Storage

Name: Security, Privacy and Anonymity in Computation, Communication and Storage | SpaCCS 2016 International Workshops, TrustData, TSP, NOPE, DependSys, BigDataSPT, and WCSSC, Zhangjiajie, China, November 16-18, 2016, Proceedings
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SpaCCS 2016 International Workshops, TrustData, TSP, NOPE, DependSys, BigDataSPT, and WCSSC, Zhangjiajie, China, November 16-18, 2016, Proceedings

Guojun Wang Indrakshi Ray Jose M. Alcaraz Calero Sabu M. Thampi(Herausgeber*in)

Springer (Verlag)

Erschienen am 9. November 2016

XXIV, 392 Seiten

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978-3-319-49145-5 (ISBN)

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Inhalt

Intro
Preface
Organization
TSP 2016 Organizing and Program Committees
NOPE 2016 Organizing and Program Committees
DependSys 2016 Organizing and Program Committees
BigDataSPT 2016 Organizing and Program Committees
WCSSC 2016 Organizing and Program Committees
Contents
7th International Workshop on Trust, Security and Privacy for Big Data (TrustData 2016)
Security and Privacy in Big Data Lifetime: A Review
Abstract
1 Introduction
2 Overview of Big Data
2.1 Definition and Features of Big Data
2.2 Entire Lifetime of Big Data
2.3 Technologies of Big Data Process
3 Requirements of Big Data Security and Privacy
3.1 Confidentiality
3.2 Efficiency
3.3 Authenticity
3.4 Availability
3.5 Integrity
4 Security Schemes of Big Data
4.1 SMC Schemes
4.2 Homomorphic Encryption Schemes
4.3 Secure Data Storage and Management Schemes
5 Challenges in Big Data Security and Privacy
6 Conclusions
Acknowledgments
References
Community-Based Adaptive Buffer Management Strategy in Opportunistic Network
Abstract
1 Introduction
2 Related Work
3 Community-Based Mobility Model in Opportunistic Networks
3.1 Community-Based Node Mobility Model
3.2 Community Detection Method
4 Community-Based Adaptive Buffer Management Strategy in Opportunistic Network
4.1 Community-Based Message Discarding Strategy
4.2 Adaptive Lightweight Clearance Mechanism for Redundant Copy
4.3 Adaptive Message Transmission Scheduling Strategy
5 Simulation and Analysis
5.1 Simulation Environment
5.2 Simulation Result and Analysis
6 Conclusion
Acknowledgments
References
Energy-Aware Location Privacy Routing for Wireless Sensor Networks
Abstract
1 Introduction
2 Energy-Aware Location Privacy Routing
2.1 Attacked Model and Network Assumption
2.2 Non-repeat Polling Routing Protocol
2.3 Strategy of Fake Messages Based on Energy-Aware
3 Protocol Analysis
4 Simulation Results
5 Conclusions and Future Directions
Acknowledgments
References
ChainMR Crawler: A Distributed Vertical Crawler Based on MapReduce
Abstract
1 Introduction
2 ChainMR Crawler Structure
2.1 Download Module
2.2 URL Management Module
2.3 Parse Module
2.4 Storage Module
3 ChainMR Crawler Design Based on ChainMapper/ChainReducer
4 Experimental Results
5 Conclusion
Acknowledgments
References
An Improved Ring-Based Model for Big Data Storage and Retrieval in Wireless Sensor Networks
Abstract
1 Introduction
2 Related Work
3 Improved Ring-Based Model for Big Data Storage and Retrieval
3.1 Choosing the Rendezvous Ring
3.2 Data Storage
3.3 Data Retrieval
3.4 Data Migration
4 Simulation Results and Analysis
5 Conclusions
References
Detection of Malicious Executables Using Static and Dynamic Features of Portable Executable (PE) File
Abstract
1 Introduction
2 Literature Review
3 Proposed Methodology
3.1 Dataset
3.2 Static Feature Extraction and Static Analysis
3.3 Dynamic Feature Extraction and Dynamic Analysis
4 Integrated Feature Approach
5 Results and Discussion
5.1 Performance Comparison with the Existing Research
6 Conclusion and Future Works
References
Entropy Feature Based on 2D Gabor Wavelets for JPEG Steganalysis
Abstract
1 Introduction
2 Principle of Adaptive JPEG Steganography
3 Feature Extraction Based on Entropy Value of 2D Gabor Wavelets
3.1 Decomposing Image Using 2D Gabor Wavelets
3.2 Feature Extraction
3.2.1 Analyzing Embedding Changes of Image Filtering Coefficients
3.2.2 Analyzing Embedding Change of Entropy Value
3.2.3 Extraction Algorithm
4 Experimental Results and Analysis
4.1 Parameter Setting
4.2 Comparisons to Prior Art
5 Conclusions
Acknowledgments
References
A Caching-Based Privacy-Preserving Scheme for Continuous Location-Based Services
1 Introduction
2 The System Model and Definition
2.1 System Architecture
2.2 Problem Statement
2.3 Privacy Metrics
3 The caching-based privacy-preserving scheme
3.1 The Client Cache Query and Service Request
3.2 The anonymizer cache query and location anonymity
3.3 The Server Data Query and Candidate Results Return
3.4 The anonymizer cache update and identifier matching
3.5 The Client Cache Update and Refinement Results
4 Security Analysis
5 Conclusion
References
6th International Symposium on Trust, Security and Privacy for Emerging Applications (TSP-16)
AppWalker: Efficient and Accurate Dynamic Analysis of Apps via Concolic Walking Along the Event-Dependency Graph
Abstract
1 Introduction
2 Related Work
3 Approach Overview
4 Design and Implementation
4.1 Static App Model Extraction
4.2 Java Bytecode Instrumentation
4.3 Concolic Walking
5 Empirical Evaluation
5.1 Efficiency
5.2 Accuracy
6 Conclusion
Acknowledgments
References
CapaDroid: Detecting Capability Leak for Android Applications
Abstract
1 Introduction
2 Background
3 Analysis Method and Implementation
3.1 IVCG Extraction
3.2 Instrumentation and Concolic Execution
3.3 Runtime Monitoring
4 Experimental Evaluation
4.1 Experimental Design
4.2 Results
4.3 Case Study
5 Discussion and Limitations
6 Related Work
7 Conclusion
Acknowledgments
References
Research and Implementation Key Technology of Security Mobile Office
Abstract
1 Introduction
2 Background
2.1 Research on Application Security Services
2.2 Research on Permission Control
2.3 Research on Data Secure Storage
3 Mobile Office Security Architecture
3.1 Application Security Authentication Scheme
3.2 Hardware and Software Resources Control Scheme
3.3 Data Security Storage Isolation Scheme
4 Performance Analysis
4.1 App Security Authentication Scheme
4.2 Software and Hardware Resource Control Scheme
4.3 Data Security Storage Isolation Scheme
5 Conclusions
Acknowledgments
References
Makespan Minimization for Batch Tasks in Data Centers
1 Introduction
2 Related Work
3 Problem Statement and Algorithm
3.1 Scenario and Notations
3.2 Problem Formulation
3.3 Problem Analysis and Algorithm
4 Simulation
5 Conclusion
References
Opportunistic Resource Sharing Based Elastic Resource Allocation in a Data Center
1 Introduction
2 Related Work
3 Problem Statement
3.1 Resource Requirement Model
3.2 On-Off Model for Extra Resource Requirement
3.3 Problem Formulation
4 Elastic Resource Allocation Algorithm
5 Performance Evaluation
5.1 Simulation Settings
5.2 Simulation Result
6 Conclusion
References
A Software Detection Mechanism Based on SMM in Network Computing
1 Introduction
2 System Architecture
2.1 Assumptions and Attacks
2.2 System Model
2.3 Security Function Based on SMM
2.4 Process of Software Detecting
3 Design and Evaluation
3.1 Secure Agent with Protected Mechanism
3.2 Evaluation and Analysis
4 Conclusion
References
4th International Workshop on Network Optimization and Performance Evaluation (NOPE 2016)
Optimizing Propagation Network of Certificate Revocation in VANET with Meet-Table
Abstract
1 Introduction
2 Problem Modeling
2.1 Size of CRLs in VANET
2.2 Problems of RSU Based Broadcasting
2.3 Problems of Epidemic Fashion
2.4 Our Contributions
3 Meet-Table Based CRL Propagation
3.1 Meet-Table
3.2 Propagation Algorithm
3.3 Procedure of Certificate Revocation in VANET
4 Security and Performance Analyzing
4.1 Attack Model and Security of CRL
4.2 Communication Complexity
4.3 Storage Complexity
4.4 Comparing of Certificate Revocation Schemas
5 Conclusion
Acknowledgments
References
Game Theoretical Analysis on System Adoption and Acceptance: A Review
Abstract
1 Introduction
2 Overview of Game Theory
2.1 Definition
2.2 Classification
2.3 Economic Definitions
3 Requirements of Game Modeling
4 Game Modeling in Information Systems
4.1 Cloud Storage Services
4.2 Cache Problems
4.3 Others
5 Game Modeling in Network Systems
5.1 Network Selection
5.2 Risk Assessment
5.3 Lifetime Maximization in Wireless Sensor Networks
6 Open Issues and Future Research Directions
7 Conclusion
Acknowledgments
References
An Energy-Efficient Caching Strategy Based on Coordinated Caching for Green Content-Centric Network
Abstract
1 Introduction
2 Analysis of Energy Optimization Strategy and Energy Consumption Model for CCN
2.1 Network Model of CCN
2.2 Energy Optimization Strategy for CCN
2.3 Energy Consumption Model for CCN
2.4 The Optimization Energy Consumption Model for CCN
3 Solving Energy Consumption Model and Analysis of Experiments
3.1 GA Solve the Network Energy Optimization Consumption Problem
3.2 Analysis of Experiments
4 Conclusion
Acknowledgments
References
Characterizing the Scalability and Performance of Analytic Database System
Abstract
1 Introduction
2 Analytic Database
2.1 GBase 8a
2.2 SAP HANA
2.3 Greenplum Database
3 Experiment Design
3.1 Experiment Environment
3.2 Experiment Design
4 Experiment Test
4.1 Scalability
4.2 Efficiency of Bulk Data Loading
4.3 Effectiveness of Compression
4.4 Parallel Query Effectiveness
5 Conclusion
Acknowledgments
References
An Analysis of the Survivability in SEER Breast Cancer Data Using Association Rule Mining
1 Introduction
2 Association Rule Mining
2.1 Related Concepts
2.2 Apriori Algorithm
3 Data Preprocessing
3.1 Attributes Acquisition
3.2 Data Conversion
3.3 Records Filtering
3.4 Transaction Sets Collection
4 Specific Application
4.1 Frequent Itemsets Acquisition
4.2 Association Rules Acquisition
5 Conclusion and Future Works
References
Second International Symposium on Dependability in Sensor, Cloud, and Big Data Systems and Applications (DependSys 2016)
Improving the Localization Probability and Decreasing Communication Cost for Mobile Users
Abstract
1 Introduction
2 Related Work
3 Problem Formulation
4 Localization Based on Elected Mobile Anchors
5 Performance Evaluation
5.1 Simulation Methodology
5.2 Experimental Results
6 Conclusion
Acknowledgments
References
Greedy Probability-Based Routing Protocol for Incompletely Predictable Vehicular Ad-hoc Network
1 Introduction
2 Related Works
3 The Model of Incompletely Predictable Networks
4 Greedy Probability-Based Routing Protocol (GPRP)
4.1 Anti-Pheromone
4.2 Greedy Route Selection
5 Performance Evaluation
5.1 Results and Discussion
6 Conclusion
References
Flexible Schema for Prediction of Collaborator's Credits
Abstract
1 Introduction
2 Meta Flexible Schema of First and Others Counting
2.1 Meta Flexible Schema
2.2 First and Others (F&O) Counting
2.3 More Comprehensive Properties of F&O Counting
2.4 Extending Flexible Schemas to Traditional Counting as F&O
3 Application of Flexible Schema for Overfitting Problem
4 Conclusion
Acknowledgments
References
A Real-Time Processing System for Anonymization of Mobile Core Network Traffic
1 Introduction
2 Background
2.1 Related Work
2.2 Characteristic of Mobile Core Network
3 Anonymization Method
3.1 Hardware Component
3.2 Software Component
4 Implementation
4.1 Deployment
5 Experimental Result
6 Conclusion
References
A New Classification Process for Network Anomaly Detection Based on Negative Selection Mechanism
Abstract
1 Introduction
2 AIS in Intrusion Detection
3 Proposed Solution
3.1 Feature Selection
3.2 Detector Set Generation
3.3 Classification
4 Experimental Results
4.1 Dataset
4.2 Evaluation and Discussion
5 Conclusion and Future Work
References
Integrated Heterogeneous Infrastructure for Indoor Positioning
Abstract
1 Introduction
2 IHNIPS Architecture Overview
2.1 Offline Phase
2.1.1 AP's RSSI Threshold Mechanism
2.2 Online Phase
2.2.1 Subspace Selection Method
2.2.2 Fuzzy Area
2.3 Positioning Mechanisms
3 Performance Analysis
4 Conclusion
Acknowledgments
References
Optimal Data Replica Placement in Large-Scale Federated Architectures
1 Introduction
2 Background and Related Work
3 The Proposed Approach
4 Experimental Evaluation
5 Final Remarks and Future Work
References
A Cost-Effective Criticality-Aware Virtual Machine Placement Approach in Clouds
1 Introduction
2 Related Work
3 Problem Formulation
3.1 Motivation
3.2 VM Request Model
3.3 VM Placement Constraints
3.4 Critical Server Free Capacity Controlling
4 Cost-Effective Criticality-Aware VM Placement Algorithm
4.1 Algorithm Description
4.2 Algorithms Implement and Simulation
5 Evaluation
5.1 Simulation Configuration
5.2 Performance Comparison
5.3 Impact on Availability Comparison
6 Conclusion
References
Accelerating Concurrent Analytic Tasks with Cost-Conscious Result Set Replacement Algorithm
Abstract
1 Introduction
2 Related Work
3 Description of CRSR
3.1 Overview of CRSR
3.2 Structures and Procedures of CRSR
4 Performance Evaluation
4.1 Experimental Method and Settings
4.2 Experiments
4.2.1 How the Concurrency Impact Performance
4.2.2 How the Type of Analytic Task Impact Hit Ratio
4.2.3 How the Type of Analytic Task Impact Performance
4.2.4 How the Cache Capacity Impact Performance
5 Conclusions
Acknowledgments
References
An Asymmetric Signcryption Scheme for Cloud-Assisted Wireless Body Area Network
1 Introduction
2 KP-AIBSC Scheme
3 Our KP-AIBSC Construction
4 Application of KP-AIBSC in Cloud-Assisted WBANs
5 Conclusions
References
Forecasting Availability of Virtual Machine Based on Grey-Exponential Curve Combination Model
Abstract
1 Introduction
2 The New Prediction Model
2.1 Evaluating Availability of Virtual Machine
2.2 Predicting the Availability of Virtual Machine
3 A Virtual Machine Placement Policy Based on Prediction
4 Experiments
4.1 Experiments of Prediction
4.2 Experiments of Energy Consumption and the Number of VM Migration
5 Conclusions
Acknowledgments
References
Scalable Iterative Implementation of Mondrian for Big Data Multidimensional Anonymisation
1 Introduction
2 Iterative Mondrian with MapReduce (MRMondrian)
2.1 Overview
2.2 Partition ID Indexing Tree
3 Experimental Evaluation
3.1 Experimental Settings
3.2 Experimental Process and Results
4 Conclusions and Future Work
References
Annual Big Data Security, Privacy and Trust Workshop (BigDataSPT 2016)
Effective Task Scheduling for Large-Scale Video Processing
Abstract
1 Introduction
2 Related Works
3 Design of Effective Task Scheduling for Large-Scale Video Processing
3.1 Prediction of Incoming Flows and Traffic
3.2 Interaction Between Front and Back End Servers
3.3 Flow Combination Strategy
3.4 Video Segmentation Strategy
3.5 Task Reallocation Strategy
4 Conclusion
Acknowledgments
References
Fuzzy and Semantic Search over Encrypted Data in the Cloud
1 Introduction
2 Problem Formulation
2.1 System Model
2.2 Threat Model
2.3 Design Goals
2.4 Preliminaries
3 Construction of Fuzzy and Semantic Search in Encrypted Cloud Data
3.1 Keyword Set Construction
3.2 Construct Keyword Set
3.3 Encryption
3.4 Search Process
4 Security Analysis
5 Conclusion
References
A Closer Look at Syncany Windows and Ubuntu Clients' Residual Artefacts
Abstract
1 Introduction
2 Literature Review
3 Experimental Setup
4 Directory Listings and Files of Forensic Interest
4.1 config.xml
4.2 daemon.xml
4.3 local.db
4.4 syncany.log
5 Memory Analysis
6 Concluding Remarks
References
First International Workshop on Cloud Storage Service and Computing (WCSSC 2016)
A Weighted Frequency Based Cache Memory Replacement Policy for Named Data Networking
Abstract
1 Introduction
2 Background and Problem
2.1 The Mechanism of NDN
2.2 The Data Replacement Problem
3 The Weighted Frequency Based Real-Time Data Replacement Policy (WFRRP)
3.1 Overview
3.2 The Real-Time Popularity Model
3.3 The Data Replacement Algorithm
4 Simulation Results and Evaluations
4.1 The Impact of Cache Size
4.2 The Impact of Zipf(a)
5 Conclusion
Acknowledgments
References
An Authentication Data Structure of Provable Data Possession with Dynamic Data Operation in Cloud Computing
Abstract
1 Introduction
2 Problem Definition
3 Certification Binary Tree
3.1 Construct the Tree
3.2 Check the Data Integrity
3.3 Modify Data Block
3.4 Insert Data Block
3.5 Delete Data Block
4 Evaluation
4.1 Memory Consumption
4.2 Performance for Dynamic Data Update
5 Conclusion
Acknowledgements
References
A Cost-Effective Cloud Storage Caching Strategy Utilizing Local Desktop-Based Storage
1 Introduction
2 Cloud Storage Cache Architecture
2.1 Accessing Remote Cloud Storage Service
2.2 Local Desktop-Based Distributed File System
3 Caching Strategy
4 Performance Evaluation and Case Study
4.1 File Reading/Writing Evaluation
4.2 Cost-Effectiveness Analysis
4.3 Case Study of Web Cache
5 Conclusion
References
Author Index

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