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Efficient Multi-User Keyword Search over Encrypted Data in Cloud Computing

机译:云计算中基于加密数据的高效多用户关键字搜索

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As cloud computing becomes prevalent, more and more sensitive information are being centralized into the cloud. For the protection of data privacy, sensitive data usually have to be encrypted before outsourcing, which makes effective data utilization a very challenging task. In this paper, we propose a new method to enable effective fuzzy keyword search in a multi-user system over encrypted cloud data while maintaining keyword privacy. In this new system, differential searching privileges are supported, which is achieved with the technique of attribute-based encryption. Edit distance is utilized to quantify keywords similarity and develop fuzzy keyword search technique, which achieve optimized storage and representation overheads. We further propose a symbol-based trie-traverse searching scheme to improve the search efficiency. Through rigorous security analysis, we show that our proposed solution is secure and privacy-preserving, while correctly realizing the goal of fuzzy keyword search with multiple users.
机译:随着云计算的普及,越来越多的敏感信息被集中到云中。为了保护数据隐私,通常必须在外包之前对敏感数据进行加密,这使得有效利用数据成为一项非常艰巨的任务。在本文中,我们提出了一种新的方法,该方法可以在多用户系统中对加密的云数据进行有效的模糊关键字搜索,同时保持关键字隐私。在此新系统中,支持差异搜索特权,这是通过基于属性的加密技术实现的。利用编辑距离来量化关键词的相似度并开发模糊关键词搜索技术,从而实现优化的存储和表示开销。我们还提出了一种基于符号的特里遍历搜索方案,以提高搜索效率。通过严格的安全性分析,我们证明了我们提出的解决方案既安全又保护隐私,同时正确地实现了多用户模糊关键字搜索的目标。

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