
Information Systems Security and Privacy
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This book constitutes revised selected papers from the First International Conference on Information Systems Security and Privacy, ICISSP 2015, held in Angers, France, in February 2015.
The 12 papers presented in this volume were carefully reviewed and selection from a total of 56 submissions. They were organized in topical sections named: data and software security; privacy and confidentiality; mobile systems security; and biometric authentication. The book also contains two invited papers.
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Content
- Intro
- Preface
- Organization
- Contents
- Invited Papers
- From Passwords to Biometrics: In Pursuit of a Panacea
- Abstract
- 1 Introduction
- 2 The Challenge of Traditional Passwords
- 3 From Passwords to Other Secrets
- 4 Going Beyond Secrets
- 5 Towards Seamless Authentication Solutions
- 6 Conclusions
- References
- Privacy in Social Networks: Existing Challenges and Proposals for Solutions
- 1 Motivation
- 2 Conceptualization of SNS Privacy
- 2.1 The Need for Improving SNS Privacy
- 2.2 Decomposing Privacy into Awareness and Control
- 3 Solutions to Address SNS Users' Lack of Awareness and Lack of Control
- 3.1 Improving Awareness
- 3.2 Improving Control
- 4 Conclusions
- References
- Data and Software Security
- MalCore: Toward a Practical Malware Identification System Enhanced with Manycore Technology
- 1 Introduction
- 2 Related Work
- 3 Motivation
- 4 Design of MalCore Identification System
- 4.1 Overall System Design
- 4.2 I-Filter
- 4.3 Table Division
- 4.4 Dynamic Resource Allocation
- 4.5 Implementation
- 5 Performance Evaluation
- 5.1 Module Performance Improvements
- 5.2 Total Performance Improvements
- 5.3 Similarity of Malware Variants
- 5.4 Validity of Normal Program Threshold
- 6 Conclusion
- References
- How to Discover High-Quality Roles? A Survey and Dependency Analysis of Quality Criteria in Role Mining
- 1 Introduction
- 2 Related Work
- 3 Methodology
- 4 Development of Role Mining Research
- 5 Quality-Related Criteria
- 5.1 Criteria
- 5.2 Discussion
- 5.3 Relationships Between Quality Criteria
- 6 Conclusions and Future Work
- References
- An Evasion Resilient Approach to the Detection of Malicious PDF Files
- 1 Introduction
- 2 PDF File Format
- 3 Related Work
- 4 Proposed Detection Approach
- 4.1 Features
- 4.2 Classification
- 4.3 Evasion Detection
- 5 Experimental Evaluation
- 5.1 Experiment 1: General Performances
- 5.2 Experiment 2: Evasion Attacks
- 6 Discussion
- 7 Conclusions
- References
- Privacy and Confidentiality
- Privacy Assessment of Data Flow Graphs for an Advanced Recommender System in the Smart Grid
- 1 Introduction
- 2 Related Work
- 2.1 Reference Models
- 2.2 Privacy
- 2.3 Assessment Tools
- 3 Architecture
- 3.1 Data Flow Graphs
- 3.2 Ontology Design
- 3.3 Threat Patterns
- 3.4 Pattern Matching
- 4 Evaluation
- 4.1 Smart Metering
- 4.2 Demand Response
- 5 Recommender System
- 6 Conclusion and Future Work
- References
- ViSPE: A Graphical Policy Editor for XACML
- 1 Introduction
- 2 Background and Motivation
- 3 An Editor for XACML
- 3.1 Design
- 3.2 Implementation Platform
- 3.3 User Interface
- 3.4 Graphical Policy Shapes
- 3.5 XACML XML Generation
- 3.6 Additional Features
- 4 Discussion
- 5 Summary
- 6 Future Work
- References
- Supporting Streaming Data Anonymization with Expressions of User Privacy Preferences
- 1 Introduction
- 1.1 Motivation and Problem Statement
- 1.2 Contribution
- 1.3 Outline
- 2 Related Work
- 3 User-Defined Privacy Preference in Adaptive Buffer Re-sizing Scheme
- 3.1 Adaptive Buffer Resizing Scheme
- 3.2 Streaming Data as a Poisson Process
- 3.3 Buffer Sizing
- 3.4 Integration of User-Defined Privacy Preference into Adaptive Buffer-Resizing
- 4 Implementation and Results
- 4.1 Buffering
- 4.2 User-Defined Privacy Preference
- 5 Conclusions
- References
- Mobile Systems Security
- An Efficient Anonymous Authenticated Key Agreement Protocol for Vehicular Ad-Hoc Networks Based on Ring Signatures and the Elliptic Curve Integrated Encryption Scheme
- 1 Introduction
- 2 Application-Specific Pseudonyms
- 3 Related Work
- 4 Anonymous Authentication
- 4.1 Protocol
- 4.2 Message Format
- 4.3 Attacker
- 4.4 Considered Parameters
- 5 Evaluation
- 5.1 Ring Size
- 5.2 Simulation
- 6 Conclusion
- References
- Implicit Authentication for Smartphone Security
- 1 Introduction
- 2 Background
- 2.1 Smartphone Inputs and Sensors
- 2.2 Related Work
- 3 Key Ideas
- 3.1 Sensor Selection
- 3.2 Data Sets and Re-sampling
- 3.3 Support Vector Machines
- 3.4 Kernel Ridge Regression
- 4 Experimental Results
- 4.1 Single-Sensor Authentication
- 4.2 Two-Sensor Authentication
- 4.3 Three-Sensor Authentication
- 4.4 Training Time vs. Sampling Rate
- 4.5 Accuracy and Time vs. Data size
- 4.6 Comparison with KRR
- 5 Conclusions
- References
- Secure Communication in Civil Drones
- 1 Introduction
- 2 Security Aspects in Civil Drone Communication
- 2.1 Civil Drone Vulnerabilities and Threats
- 2.2 Use-Case Based Classification of CIA Security Requirement
- 3 Security Controls
- 3.1 Data Confidentiality
- 3.2 Data Integrity and Authenticity
- 3.3 Resistance Against Replay-Attacks
- 3.4 Resistance to DoS Attacks
- 3.5 Tamper-Resistant Key Management
- 4 System Architecture
- 4.1 Cryptographic Engine
- 4.2 Remote Control Data Receiver
- 4.3 Video Streamer
- 4.4 Digital-2-PPM Converter
- 4.5 Other Components
- 5 Implementation
- 6 Results and Analysis
- 7 Conclusions
- References
- Biometric Authentication
- The Palm Vein Graph for Biometric Authentication
- 1 Introduction
- 2 Image Preprocessing and Graph Extraction
- 2.1 The Database
- 2.2 Feature Extraction
- 3 Biometric Graph Matching
- 3.1 Registration
- 3.2 Graph Matching
- 3.3 Graph Trimming
- 4 Graph Features
- 5 Experiments
- 6 Results and Discussion
- 7 Conclusion
- A Appendix: BGM Registration Algorithm
- References
- Impact of External Parameters on the Gait Recognition Using a Smartphone
- Abstract
- 1 Introduction
- 2 Previous Works
- 3 Research Methodology
- 3.1 Number of Participants
- 3.2 Research Procedure
- 3.3 Selecting the Analysis Method
- 4 Results and Discussion
- 4.1 Confusion Matrix
- 4.2 Choice of the Time Interpolation Frequency
- 4.3 Detecting the Starting Point
- 4.4 Cycle Detection and Step Extraction
- 4.5 Determination of the Featured Template
- 4.6 Impact of the Smartphone's Position on Gait Recognition
- 4.7 Impact of the Curve Filter
- 4.8 Elimination of Abnormal Steps
- 4.9 Evaluating the SVM, DTW and Average Value Algorithms in Our Context
- 4.10 Results
- 4.11 Gait Recognition -- Three-Dimensional Data vs. the Initial Approach
- 5 Conclusion
- References
- EvaBio a New Modular Platform to Evaluate Biometric System
- 1 Introduction
- 2 State-of-the-Art
- 3 EvaBio Platform
- 3.1 General Scheme
- 3.2 Modules
- 4 Example of Uses Cases
- 4.1 Quality Check During Enrollment
- 4.2 Minutiae Selection
- 4.3 Sensor Acquisition Module
- 4.4 Evaluation
- 5 Conclusions
- References
- Author Index
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