Downloads: 105
Research Paper | Computer Science & Engineering | India | Volume 3 Issue 12, December 2014
Erection Trusted and Effective Request Services in the Cloud with RASP Data Perturbation
Rashmi Kadu, J. L. Chaudhari
Range query is one of the most frequently used queries for online data analytics. Providing such a query service could be expensive for the data owner. With the development of services computing and cloud computing, it has become possible to outsource large databases to database service providers and let the providers maintain the range-query service. With outsourced services, the data owner can greatly reduce the cost in maintaining computing infrastructure and data-rich applications. We propose the Random Space Encryption (RASP) approach that allows efficient range search with stronger attack resilience than existing efficiency-focused approaches. The RASP data perturbation method combines order preserving encryption, dimensionality expansion, random noise injection, and random projection, to provide strong resilience to attacks on the perturbed data and queries. It also preserves multidimensional ranges, which allows existing indexing techniques to be applied to speedup range query processing. The kNN-R algorithm is designed to work with the RASP range query algorithm to process the kNN queries. We use RASP to generate indexable auxiliary data that is resilient to prior knowledge enhanced attacks. Range queries are securely transformed to the encrypted data space and then efficiently processed with a two-stage processing algorithm. Index TermsRASP, query services in the cloud, privacy, range query, kNN query
Keywords: RASP, query services in the cloud, privacy, range query, kNN query
Edition: Volume 3 Issue 12, December 2014
Pages: 2120 - 2123
How to Cite this Article?
Rashmi Kadu, J. L. Chaudhari, "Erection Trusted and Effective Request Services in the Cloud with RASP Data Perturbation", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SUB14931, Volume 3 Issue 12, December 2014, 2120 - 2123
Similar Articles with Keyword 'RASP'
Downloads: 103
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015
Pages: 3087 - 3089Confidential and Efficient Hosting Query Services in Public Clouds with RASP Data Disruption
Vanajakshi Devi.K, Praveen Kumar.N
Downloads: 104
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015
Pages: 2457 - 2462Erection Trusted and Effective Request Services in the Cloud with RASP Data Perturbation
Rashmi Kadu, Sonali Patil
Similar Articles with Keyword 'privacy'
Downloads: 1
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2267 - 2274Two Accounts of Solitude in Online Communal Networks
Alla Venu Gopal, G. Srinivasa Reddy
Downloads: 1 | Monthly Hits: ⮙1
Review Papers, Computer Science & Engineering, India, Volume 10 Issue 8, August 2021
Pages: 1126 - 1129Privacy Preserving Utility Verification of Data Published
Madhushree M
Similar Articles with Keyword 'range query'
Downloads: 104
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015
Pages: 2457 - 2462Erection Trusted and Effective Request Services in the Cloud with RASP Data Perturbation
Rashmi Kadu, Sonali Patil
Downloads: 114
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014
Pages: 1730 - 1734Quality Preference Spatial Approximate String Search
Joslin T.J
Similar Articles with Keyword 'kNN query'
Downloads: 104
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015
Pages: 2457 - 2462Erection Trusted and Effective Request Services in the Cloud with RASP Data Perturbation
Rashmi Kadu, Sonali Patil
Downloads: 115
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015
Pages: 1525 - 1527To Secure Query Services in the Cloud with RASP Data Perturbation
Puja Bhaganagarkar, Dhanshree Kulkarni