A Dynamic Scheme for Secure Searches over Distributed Massive Datasets in Cloud Environment using Searchable Symmetric Encryption Technique

Irene Getzi; Christopher D Durairaj

A Dynamic Scheme for Secure Searches over Distributed Massive Datasets in Cloud Environment using Searchable Symmetric Encryption Technique

Abstract

Cloud computing has produced a paradigm shift in large-scale data outsourcing and computing. As the cloud server itself cannot be trusted, it is essential to store the data in encrypted form, which however makes it unsuitable to perform searching, computation or analysis on the data. Searchable Symmetric Encryption SSE allows the user to perform keyword search over encrypted data without leaking information to the storage provider. Most of the existing SSE schemes have restrictions on the size and the number of index files, to facilitate efficient search. In this paper, we propose a dynamic SSE scheme that can operate on relatively larger, multiple index files, distributed across several nodes, without the need to explicitly merge them. The experiments have been carried out on the encrypted data stored in Amazon EMR cluster. The secure searchable inverted index is created instantly using Hadoop MapReduce framework during the search process, thus significantly eliminate the need to store document-keyword pairs on the server. The scheme allows dynamic update of existing index and document collection. The parallel execution of the pre-processing phase of the present research work enables to reduce processing time at the client. An implementation of our construction has been provided in this paper. Experimental results to validate the efficacy of our scheme is reported.

Keywords

Secure searches, searchable symmetric encryption, keyword search, multiple index, dynamic update

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Details

Primary Language

English

Subjects

-

Journal Section

-

Authors

Irene Getzi This is me

Christopher D Durairaj This is me

Publication Date

September 1, 2018

Submission Date

-

Acceptance Date

-

Published in Issue

Year 2018 Volume: 7 Number: 3

IZ

https://izlik.org/JA73BL84JH

Cite

RIS / Bibtex

APA

Getzi, I., & Durairaj, C. D. (2018). A Dynamic Scheme for Secure Searches over Distributed Massive Datasets in Cloud Environment using Searchable Symmetric Encryption Technique. International Journal of Information Security Science, 7(3), 126-139. https://izlik.org/JA73BL84JH

AMA

1.Getzi I, Durairaj CD. A Dynamic Scheme for Secure Searches over Distributed Massive Datasets in Cloud Environment using Searchable Symmetric Encryption Technique. IJISS. 2018;7(3):126-139. https://izlik.org/JA73BL84JH

Chicago

Getzi, Irene, and Christopher D Durairaj. 2018. “A Dynamic Scheme for Secure Searches over Distributed Massive Datasets in Cloud Environment Using Searchable Symmetric Encryption Technique”. International Journal of Information Security Science 7 (3): 126-39. https://izlik.org/JA73BL84JH.

EndNote

Getzi I, Durairaj CD (September 1, 2018) A Dynamic Scheme for Secure Searches over Distributed Massive Datasets in Cloud Environment using Searchable Symmetric Encryption Technique. International Journal of Information Security Science 7 3 126–139.

IEEE

[1]I. Getzi and C. D. Durairaj, “A Dynamic Scheme for Secure Searches over Distributed Massive Datasets in Cloud Environment using Searchable Symmetric Encryption Technique”, IJISS, vol. 7, no. 3, pp. 126–139, Sept. 2018, [Online]. Available: https://izlik.org/JA73BL84JH

ISNAD

Getzi, Irene - Durairaj, Christopher D. “A Dynamic Scheme for Secure Searches over Distributed Massive Datasets in Cloud Environment Using Searchable Symmetric Encryption Technique”. International Journal of Information Security Science 7/3 (September 1, 2018): 126-139. https://izlik.org/JA73BL84JH.

JAMA

1.Getzi I, Durairaj CD. A Dynamic Scheme for Secure Searches over Distributed Massive Datasets in Cloud Environment using Searchable Symmetric Encryption Technique. IJISS. 2018;7:126–139.

MLA

Getzi, Irene, and Christopher D Durairaj. “A Dynamic Scheme for Secure Searches over Distributed Massive Datasets in Cloud Environment Using Searchable Symmetric Encryption Technique”. International Journal of Information Security Science, vol. 7, no. 3, Sept. 2018, pp. 126-39, https://izlik.org/JA73BL84JH.

Vancouver

1.Irene Getzi, Christopher D Durairaj. A Dynamic Scheme for Secure Searches over Distributed Massive Datasets in Cloud Environment using Searchable Symmetric Encryption Technique. IJISS [Internet]. 2018 Sep. 1;7(3):126-39. Available from: https://izlik.org/JA73BL84JH