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TEES: An Efficient Search Scheme over Encrypted Data on Mobile Cloud

机译:TEES:基于移动云的加密数据的高效搜索方案

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摘要

Cloud storage provides a convenient, massive, and scalable storage at low cost, but data privacy is a major concern that prevents users from storing files on the cloud trustingly. One way of enhancing privacy from data owner point of view is to encrypt the files before outsourcing them onto the cloud and decrypt the files after downloading them. However, data encryption is a heavy overhead for the mobile devices, and data retrieval process incurs a complicated communication between the data user and cloud. Normally with limited bandwidth capacity and limited battery life, these issues introduce heavy overhead to computing and communication as well as a higher power consumption for mobile device users, which makes the encrypted search over mobile cloud very challenging. In this paper, we propose traffic and energy saving encrypted search (TEES), a bandwidth and energy efficient encrypted search architecture over mobile cloud. The proposed architecture offloads the computation from mobile devices to the cloud, and we further optimize the communication between the mobile clients and the cloud. It is demonstrated that the data privacy does not degrade when the performance enhancement methods are applied. Our experiments show that TEES reduces the computation time by 23 to 46 percent and save the energy consumption by 35 to 55 percent per file retrieval, meanwhile the network traffics during the file retrievals are also significantly reduced.
机译:云存储以低成本提供了方便,庞大和可扩展的存储,但是数据隐私是一个主要问题,它使用户无法信任地将文件存储在云上。从数据所有者的角度来看,提高隐私性的一种方法是在将文件外包到云之前先对其进行加密,然后在下载文件后对其进行解密。然而,数据加密对于移动设备而言是沉重的开销,并且数据检索过程导致数据用户与云之间的复杂通信。通常,由于带宽容量有限和电池寿命有限,这些问题给计算和通信带来了沉重的开销,并且给移动设备用户带来了更高的功耗,这使得在移动云上进行加密搜索非常具有挑战性。在本文中,我们提出了流量和节能加密搜索(TEES),一种在移动云上具有带宽和能源效率的加密搜索架构。所提出的架构将计算从移动设备转移到云上,并且我们进一步优化了移动客户端与云之间的通信。结果表明,应用性能增强方法不会降低数据保密性。我们的实验表明,TEES可以将每次文件检索的计算时间减少23%至46%,并节省35%至55%的能耗,同时,文件检索期间的网络流量也显着减少。

著录项

  • 来源
    《Cloud Computing, IEEE Transactions on》 |2017年第1期|126-139|共14页
  • 作者

    Jian Li; Ruhui Ma; Haibing Guan;

  • 作者单位

    Shanghai Key Laboratory of Scalable Computing and Systems, School of Software, Shanghai Jiao Tong University, Shanghai, China;

    Shanghai Key Laboratory of Scalable Computing and Systems, Department of Computer Science and Technology, Shanghai Jiao Tong University, Shanghai, China.;

    Shanghai Key Laboratory of Scalable Computing and Systems, Department of Computer Science and Technology, Shanghai Jiao Tong University, Shanghai, China.;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Cloud computing; Servers; Indexes; Mobile communication; Mobile handsets; Encryption;

    机译:云计算;服务器;索引;移动通信;手机;加密;

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