DOIONLINE 
DOIONLINE Publish In |
International Journal of Advances in Electronics and Computer Science-IJAECS |
 Journal Home Volume Issue |
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Issue |
Volume-4,Issue-4 ( Apr, 2017 ) | |||||||||
Paper Title |
A Secure and Dynamic Multi-Keyword Ranked Search Scheme over Encrypted Cloud Data | |||||||||
Author Name |
G Pavani, M Ratna Raju, Sk Shabbir Hussain, M Markendeyulu | |||||||||
Affilition |
Assistant Professor, Chalapathi Institute of Engineering and Technology Assistant Professor, KITS Engineering College Assistant Professor, Nalanda Institute of Engineering and Technology Assistant Professor, GVR&S Engineering College | |||||||||
Pages |
164-170 | |||||||||
Abstract |
Due to the increasing popularity of cloud computing, more and more data owners are motivated to outsource their data to cloud servers for great convenience and reduced cost in data management. However, sensitive data should be encrypted before outsourcing for privacy requirements, which obsoletes data utilization like keyword-based document retrieval. In this paper, we present a secure multi-keyword ranked search scheme over encrypted cloud data, which simultaneously supports dynamic update operations like deletion and insertion of documents. Specifically, the vector space model and the widely-used TF IDF model are combined in the index construction and query generation. We construct a special tree-based index structure and propose a “Greedy Depth-first Search” algorithm to provide efficient multi-keyword ranked search. The secure kNN algorithm is utilized to encrypt the index and query vectors, and meanwhile ensure accurate relevance score calculation between encrypted index and query vectors. In order to resist statistical attacks, phantom terms are added to the index vector for blinding search results. Due to the use of our special tree-based index structure, the proposed scheme can achieve sub-linear search time and deal with the deletion and insertion of documents flexibly. Extensive experiments are conducted to demonstrate the efficiency of the proposed scheme. Index Terms - Searchable encryption, multi-keyword ranked search, dynamic update, cloud computing. | |||||||||
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