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Efficient and secure big data storage system with leakage resilience in cloud computing

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Abstract

With recent advancements in wireless smart terminal manufacture and communication technologies, a huge amount of data are generated from a variety of sources including software applications and hardware devices. To make the most of big data, cloud computing can be exploited to store, share, and process the data. However, data privacy issues are still significantly challenging in practice where users’ secrets may be leaked because of diverse software vulnerabilities and hardware attacks. In this paper, to address the above security challenge of big data, we propose an efficient and secure big data storage system in cloud computing, in which a leakage-resilient encryption scheme serves as the main ingredient. What’s more, our formal security proofs analysis indicates that the proposed scheme can ensure users’ data privacy even if the partial key is leaked in cloud computing. Finally, the leakage resilience analysis indicates that the leakage ratio in our scheme can reach roughly 1/3 and is higher than other schemes. Performance comparisons show the practicability of our scheme for big data security in cloud computing.

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Acknowledgements

We are grateful to the anonymous referees for their invaluable suggestions. This work is supported by National Key R&D Program of China (Nos. 2017YFB0802000), National Natural Science Foundation of China (Nos. 61772418, 61472472, 61402366), Natural Science Basic Research Plan in Shaanxi Province of China (Nos. 2018JZ6001 and 2015JQ6236). Yinghui Zhang is supported by New Star Team of Xi’an University of Posts and Telecommunications (2016-02).

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Authors and Affiliations

  1. National Engineering Laboratory for Wireless Security, Xi’an University of Posts and Telecommunications, Xi’an, 710121, China

    Yinghui Zhang, Menglei Yang, Dong Zheng, Pengzhen Lang, Axin Wu & Chen Chen

  2. Westone Cryptologic Research Center, Beijing, 100070, China

    Yinghui Zhang & Dong Zheng

Authors
  1. Yinghui Zhang
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  2. Menglei Yang
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  3. Dong Zheng
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  4. Pengzhen Lang
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  5. Axin Wu
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  6. Chen Chen
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Correspondence to Yinghui Zhang or Dong Zheng.

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Zhang, Y., Yang, M., Zheng, D. et al. Efficient and secure big data storage system with leakage resilience in cloud computing. Soft Comput 22, 7763–7772 (2018). https://doi.org/10.1007/s00500-018-3435-z

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