Smart cloud search services: verifiable keyword-based semantic search over encrypted cloud data

Fu, Z; Shu, J; Sun, X; Linge, N

Abstract

With the increasing popularity of the pay-as-you- consume cloud computing paradigm, a large number of cloud services are pushed to consumers. One hand, it brings great convenience to consumers who use intelligent terminals; on the other hand, consumers are also facing serious difficulties that how to search the most suitable services or products from cloud. So how to enable a smart cloud search scheme is a critical problem in the consumer-centric cloud computing paradigm. For protecting data privacy, sensitive data are always encrypted before being outsourced. Although the existing searchable encryption schemes enable users to search over encrypted data, these schemes support only exact keyword search, which greatly affects data usability. Moreover, these schemes do not support verifiability of search result. In order to save computation cost or download bandwidth, cloud server only conducts a fraction of search operation or return a part of result, which is viewed as selfish and semi-honest-but-curious. So, how to enhance flexibility of encrypted cloud data while supporting verifiability of search result is a big challenge. To tackle the challenge, a smart semantic search scheme is proposed in this paper, which returns not only the result of keyword-based exact match, but also the result of keyword-based semantic match. At the same time, the proposed scheme supports the verifiability of search result. The rigorous security analysis and performance analysis show that the proposed scheme is secure under the proposed model and effectively achieves the goal of keyword-based semantic search.

Citation

Fu, Z., Shu, J., Sun, X., & Linge, N. (2014). Smart cloud search services: verifiable keyword-based semantic search over encrypted cloud data. IEEE Transactions on Consumer Electronics, 60(4), 762-770. https://doi.org/10.1109/TCE.2014.7027353

• Journal Article Type: Article
• Online Publication Date: Jan 9, 2015
• Publication Date: Nov 1, 2014
• Deposit Date: Mar 22, 2016
• Journal: IEEE Transactions on Consumer Electronics
• Print ISSN: 0098-3063
• Publisher: Institute of Electrical and Electronics Engineers
• Volume: 60
• Issue: 4
• Pages: 762-770
• DOI: https://doi.org/10.1109/TCE.2014.7027353
• Publisher URL: http://dx.doi.org/10.1109/TCE.2014.7027353
• Related Public URLs: http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=30
• Additional Information: Funders : Jiangsu Future Networks Innovation Institute