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Privacy-Preserving Top-k Query Processing in Distributed Systems

  • Sakina Mahboubi
  • Reza AkbariniaEmail author
  • Patrick Valduriez
Chapter
Part of the Lecture Notes in Computer Science book series (LNCS, volume 11860)

Abstract

We consider a distributed system that stores user sensitive data across multiple nodes. In this context, we address the problem of privacy-preserving top-k query processing. We propose a novel system, called SD-TOPK, which is able to evaluate top-k queries over encrypted distributed data without needing to decrypt the data in the nodes where they are stored. We implemented and evaluated our system over synthetic and real databases. The results show excellent performance for SD-TOPK compared to baseline approaches.

Keywords

Privacy preserving Top-k query Distributed system 

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Copyright information

© Springer-Verlag GmbH Germany, part of Springer Nature 2019

Authors and Affiliations

  • Sakina Mahboubi
    • 1
  • Reza Akbarinia
    • 2
    Email author
  • Patrick Valduriez
    • 2
  1. 1.University of BatnaBatnaAlgeria
  2. 2.INRIA & LIRMMUniv. MontpellierMontpellierFrance

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