Dynamic multi-keyword fuzzy ranked search with leakage resilience over encrypted cloud data

doi:10.19682/j.cnki.10058885.2022.0023

The Journal of China Universities of Posts and Telecommunications ›› 2023, Vol. 30 ›› Issue (2): 83-95.doi: 10.19682/j.cnki.10058885.2022.0023

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Dynamic multi-keyword fuzzy ranked search with leakage resilience over encrypted cloud data

Zhou Yousheng, Huang Miao, Liu Yuanni, Chen Zigang

Received:2021-12-20 Revised:2022-06-23 Online:2023-04-30 Published:2023-04-27
Contact: You-Sheng YouZHOU E-mail:zhouys@cqupt.edu.cn

Abstract

Abstract:

To achieve the confidentiality and retrievability of outsourced data simultaneously, a dynamic multi-keyword fuzzy ranked search scheme (DMFRS) with leakage resilience over encrypted cloud data based on two-level index structure was proposed. The first level index adopts inverted index and orthogonal list, combined with 2-gram and location-sensitive Hashing (LSH) to realize a fuzzy match. The second level index achieves user search permission decision and search result ranking by combining coordinate matching with term frequency-inverse document frequency (TF-IDF). A verification token is generated within the results to verify the search results, which prevents the potential malicious tampering by cloud service providers (CSP). The semantic security of DMFRS is proved by the defined leakage function, and the performance is evaluated based on simulation experiments. The analysis results demonstrate that DMFRS gains certain advantages in security and performance against similar schemes, and it meets the needs of storage and privacy-preserving for outsourcing sensitive data.

Key words: secure search| multi-keyword| fuzzy, rank| dynamic| privacy-preserving

References

[1] YANG S, LIU H S, CHENG Y. Overview of design and implementation of cloud computing security system. Journal of Chongqing University of Posts and Telecommunications ( Natural Science Edition), 2020, 32(5): 816 -824 (in Chinese).

[2] CHEN Y L, YANG H S. CP-ABE based searchable encryption with attribute revocation. Journal of Chongqing University of Posts and Telecommunications ( Natural Science Edition ), 2016, 28(4): 545 -554 (in Chinese).

[3] BONEH D, CRESCENZO G D, OSTROVSKY R, et al. Public key encryption with keyword search. International Conference on the Theory and Applications of Cryptographic Techniques, May 2 -6, 2004, Interlaken, Switzerland. German: Springer, Berlin, Heidelberg, 2004: 506 -522.

[4] WANG X, CHEN Y L. Attribute-based searchable encryption scheme from lattices on Ethereum. Journal of Chongqing University of Posts and Telecommunications ( Natural Science Edition), 2021, 33(4): 675 -682 (in Chinese).

[5] LI J, WANG Q, WANG C, et al. Fuzzy keyword search over encrypted data in cloud computing. Proceedings of 2010 IEEE Conference on Computer Communication (INFOCOM'10). Mar 14 - 19, 2010, San Diego, CA, USA. Piscataway, NJ, USA: IEEE, 2010: 1 -5.

[6] YANG Y, LIN H R, LIU X M, et al. Blockchain-based verifiable multi-keyword ranked search on encrypted cloud with fair payment. IEEE Access, 2019, 7: 140818 -140832.

[7] YANG Y, Ma M D. Conjunctive keyword search with designated tester and timing enabled proxy re-encryption function for e-health clouds. IEEE Transactions on Information Forensics and Security, 2015, 11(4): 746 -759.

[8] GUO C, CHEN X, JIE Y M, et al. Dynamic multi-phrase ranked search over encrypted data with symmetric searchable encryption. IEEE Transactions on Services Computing, 2017, 13(6): 1034 - 1044.

[9] WANG C, CAO N, LI J, et al. Proceedings of the secure ranked keyword search over encrypted cloud data. Proceeding of the 30th IEEE International Conference on Distributed Computing Systems, June 21 -25, 2010, Genoa, Italy. Piscataway, NJ, USA: IEEE, 2010: 253 -262.

[10] CAO N, WANG C, LI M, et al. Privacy-preserving multi-keyword ranked search over encrypted cloud data. IEEE Transactions on Parallel and Distributed Systems, 2013, 25(1): 222 -233.

[11] CHEN J, HE K, DENG L, et al. EliMFS: achieving efficient, leakage-resilient, and multi-keyword fuzzy search on encrypted cloud data. IEEE Transactions on Services Computing, 2017, 13(6): 1072 -1085.

[12] KAMARA S, PAPAMANTHOU C, ROEDER T. Dynamic searchable symmetric encryption. Proceedings of the 2012 ACM Conference on Computer and Communications Security, Oct 16 -18, 2012 Raleigh, North Carolina, USA. New York, NY: ACM, 2012: 965 -976.

[13] GUO C, ZHUANG R H, CHANG C C, et al. Dynamic multi- keyword ranked search based on Bloom filter over encrypted cloud data. IEEE Access, 2019, 7: 35826 -35837.

[14] YAN J B, ZHANG Y Q, LIU X F. Secure multi-keyword search supporting dynamic update and ranked retrieval. China Communications, 2016, 13(10): 209 -221.

[15] WONG W K, CHEUNG D W, KAO B, et al. Secure KNN computation on encrypted databases. Proceedings of the 2009 ACM SIGMOD International Conference on Management of Data, Jun 29 - Jul 2, 2009, Rhode Island, USA. New York, NY: ACM, 2009: 139 -152.

[16] YAO B, LI F F, XIAO X K. Secure nearest neighbor revisited. Proceeding of the 29th IEEE International Conference on Data Engineering ( ICDE'13), Apr 8 - 12, 2013, Brisbane, QLD, Australia. Piscataway, NJ, USA: IEEE, 2013: 733 -744.

[17] LI J Y, MA J F, MIAO Y B, et al. Practical multi-keyword ranked search with access control over encrypted cloud data. IEEE Transactions on Cloud Computing, 2020, Early Access Arlicle, doi: 10. 1109/ TCC. 2020. 3024226.

[18] WANG B, YU S C, LOU W J, et al. Privacy-preserving multi- keyword fuzzy search over encrypted data in the cloud. Proceedings of the IEEE 2014 Conference on Computer Communications (INFOCOM'14), Apr 27 - May 2, 2014, Toronto, ON, Canada. Piscataway, NJ, USA: IEEE, 2014: 2112 -2120.

[19] DATAR M, IMMORLICA N, INDYK P, et al. Locality-sensitive Hashing scheme based on P-stable distributions. Proceedings of the 12th Annual Symposium on Computational Geometry, Jun 8 - 11, 2004, Brooklyn, New York, USA. New York, NY: ACM, 2004: 253 -262.

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Dynamic multi-keyword fuzzy ranked search with leakage resilience over encrypted cloud data

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