A New Scheme for Protecting the Privacy and Integrity of Spatial Data on the Cloud
Title | A New Scheme for Protecting the Privacy and Integrity of Spatial Data on the Cloud |
Publication Type | Conference Paper |
Year of Publication | 2016 |
Authors | Ba-Hutair, M. N., Kamel, I. |
Conference Name | 2016 IEEE Second International Conference on Multimedia Big Data (BigMM) |
Keywords | cloud, cloud computing, Cloud Security, composability, computer centres, cryptography, data centers, data integrity, data privacy, data redundancy, database querying, Database Security, Encryption, Indexes, indexing, indexing scheme, IT costs, Metrics, Outsourced Database, Outsourced Database Integrity, privacy protection, pubcrawl, query processing, Redundancy, Resiliency, spatial data, Spatial databases, Z-curve |
Abstract | As the amount of spatial data gets bigger, organizations realized that it is cheaper and more flexible to keep their data on the Cloud rather than to establish and maintain in-house huge data centers. Though this saves a lot for IT costs, organizations are still concerned about the privacy and security of their data. Encrypting the whole database before uploading it to the Cloud solves the security issue. But querying the database requires downloading and decrypting the data set, which is impractical. In this paper, we propose a new scheme for protecting the privacy and integrity of spatial data stored in the Cloud while being able to execute range queries efficiently. The proposed technique suggests a new index structure to support answering range query over encrypted data set. The proposed indexing scheme is based on the Z-curve. The paper describes a distributed algorithm for answering range queries over spatial data stored on the Cloud. We carried many simulation experiments to measure the performance of the proposed scheme. The experimental results show that the proposed scheme outperforms the most recent schemes by Kim et al. in terms of data redundancy. |
DOI | 10.1109/BigMM.2016.68 |
Citation Key | ba-hutair_new_2016 |
- indexing
- Z-curve
- Spatial databases
- spatial data
- Resiliency
- Redundancy
- query processing
- pubcrawl
- privacy protection
- Outsourced Database Integrity
- Outsourced Database
- Metrics
- IT costs
- indexing scheme
- cloud
- Indexes
- encryption
- Database Security
- database querying
- data redundancy
- data privacy
- data integrity
- data centers
- Cryptography
- computer centres
- composability
- Cloud Security
- Cloud Computing