Secure Data Managment
8th VLDB Workshop, SDM 2011, Seattle, WA, USA, September 2, 2011, Proceedings
Published on 19. August 2011
X, 170 pages
978-3-642-23556-6 (ISBN)
Description
This book constitutes the refereed proceedings of the 8th VLDB Workshop on Secure Data Management held in Seattle,WA, USA in September 2, 2011 as a satellite workshop of the VLDB 2011 Conference .
The 10 revised full papers presented were carefully reviewed and selected from 19 submissions. The papers are organized in topical sections on privacy protection and quantification, security in cloud and sensor networks and secure data managment technologies.
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Willem Jonker | Milan Petkovic
Secure Data Managment
8th VLDB Workshop, SDM 2011, Seattle, WA, USA, September 2, 2011, Proceedings
Book
08/2011
Springer
€53.49
Shipment within 7-9 days
Content
- Title
- Preface
- Organization
- Table of Contents
- Privacy Protection and Quantification
- Quantifying Privacy Violations
- Introduction
- Related Work
- Modeling Privacy
- Privacy Violations
- Defining the House and Data Providers
- Definition of Privacy Violation
- Severity of Privacy Violation
- Sensitivity
- Privacy Violation Measurement
- Definition of Data Provider Default
- A Simple Example
- Expansion of the Privacy Policies for a House
- Contributions of the Framework and Next Steps
- References
- On-the-Fly Generalization Hierarchies for Numerical Attributes Revisited
- Introduction and Motivation
- On-the-Fly Hierarchies for Numerical Attributes
- Information Loss Measures Used in Data Anonymity
- Experimental Results
- Conclusions and Future Work
- References
- LORA: Link Obfuscation by Randomization in Graphs
- Introduction
- Preliminaries
- Graph Notation
- Hierarchical Random Graph and Its Dendrogram Representation
- Entropy
- LORA: The Big Picture
- Link Obfuscation by Randomization with HRG
- Link Equivalence Class
- Link Replacement
- Hide Weak Ties and Retain Strong Ties
- Privacy Analysis
- The Joint Link Entropy
- Link Obfuscation Vs Node Obfuscation
- Randomization by Link Obfuscation vs Edge Addition/Deletion
- Experimental Studies
- Graph Statistics
- Privacy Analysis
- Related Work
- Conclusion
- References
- Security in Cloud and Sensor Networks
- A Comprehensive Framework for Secure Query Processing on Relational Data in the Cloud
- Introduction
- Related Work
- System and Attacker Model
- System Model
- Attacker Model
- Data Encryption and Dispersal by ``Salted'' IDA
- Information Dispersal Algorithm (IDA)
- ``Salted'' IDA
- Secure Cloud Data Access
- Overview
- Organization of Index
- Organization of Data Tuples
- Secure Column Access via Proxies
- Query Processing
- Security Analysis
- On Data Confidentiality
- On Data Integrity and Availability
- Experimental Evaluation
- Implementation and Setup
- Experimental Results
- Conclusion
- References
- Challenges in Secure Sensor-Cloud Computing
- Introduction
- An Overview of Sensor-Cloud Service
- Emerging Topics in Securing the Sensor-Cloud Services
- Dimension 1: Secure Preprocessing
- Dimension 2: Secure Processing
- Dimension 3: Secure Runtime
- Summary of Research Directions
- Conclusion
- References
- SensorSafe: A Framework for Privacy-Preserving Management of Personal Sensory Information
- Introduction
- Related Work
- Design Considerations
- Architecture Overview
- SensorSafe Framework
- Remote Data Stores
- Broker
- Privacy Rule-Aware Data Collection
- Authentication
- Application Examples
- Conclusion and Future Work
- References
- Secure Data Management Technologies
- Watermarking for Adaptive Streaming Protocols
- Introduction
- Solution Description
- References Randomization
- HTTP Live Streaming Example
- Discussion
- Scalability of the Solution
- Security of the Solution
- Conclusions
- References
- Conjunctive Wildcard Search over Encrypted Data
- Introduction
- Preliminaries
- Definitions
- Security Definitions
- Constructions
- The Basic Index Scheme
- The Masked Index Scheme
- Properties
- Wildcard Add-On
- Security Proof
- Performance
- Conclusion
- References
- Adjusting the Trade-Off between Privacy Guarantees and Computational Cost in Secure Hardware PIR
- Introduction
- Related Work
- Preliminaries
- System Architecture
- Adversarial Model
- Private Page Retrieval Algorithm
- Algorithm
- Security Analysis
- Database Updates
- Secure Hardware Deployment
- Conclusions
- References
- Purpose Control: Did You Process the Data for the Intended Purpose?
- Introduction
- Running Example
- A Framework for Purpose Control
- Basic Concepts and Notation
- Data Protection Policies
- Organizational Processes
- Audit Trails
- Alignment
- Compliance with Purpose Specification
- Properties of the Algorithm
- Related Work
- Conclusions
- References
- Author Index
