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Personalized search over encrypted data with efficient and secure updates in mobile clouds

机译:通过移动云中高效,安全的更新对加密数据进行个性化搜索

摘要

Mobile cloud computing has been involved as a key enabling technology to overcome the physical limitations of mobile devices towards scalable and flexible mobile services. In the mobile cloud environment, searchable encryption, which enables directly search over encrypted data, is a key technique to maintain both the privacy and usability of outsourced data in cloud. On addressing the issue, many research efforts resolve to using the searchable symmetric encryption (SSE) and searchable public-key encryption (SPE). In this paper, we improve the existing works by developing a more practical searchable encryption technique, which can support dynamic updating operations in the mobile cloud applications. Specifically, we make our efforts on taking the advantages of both SSE and SPE techniques, and propose PSU, a Personalized Search scheme over encrypted data with efficient and secure Updates in mobile cloud. By giving thorough security analysis, we demonstrate that PSU can achieve a high security level. Using extensive experiments in a realworld mobile environment, we show that PUS is more efficient compared with the existing proposals.
机译:移动云计算已成为一项关键的使能技术,可以克服移动设备对可伸缩和灵活的移动服务的物理限制。在移动云环境中,可搜索的加密(可直接搜索加密的数据)是在云中维护外包数据的隐私和可用性的一项关键技术。在解决该问题上,许多研究工作决心使用可搜索对称加密(SSE)和可搜索公钥加密(SPE)。在本文中,我们通过开发一种更实用的可搜索加密技术来改进现有工作,该技术可以支持移动云应用程序中的动态更新操作。具体来说,我们将努力利用SSE和SPE技术的优势,并提出PSU,这是一种针对加密数据的个性化搜索方案,可在移动云中进行有效且安全的更新。通过进行彻底的安全分析,我们证明PSU可以达到较高的安全级别。通过在现实世界的移动环境中进行广泛的实验,我们证明PUS与现有建议相比更加有效。

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