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- W3048252189 abstract "With the fast development of Information Technology, a tremendous amount of data have been generated and collected for research and analysis purposes. As an increasing number of users are growing concerned about their personal information, privacy preservation has become an urgent problem to be solved and has attracted significant attention. Local differential privacy (LDP), as a strong privacy tool, has been widely deployed in the real world in recent years. It breaks the shackles of the trusted third party, and allows users to perturb their data locally, thus providing much stronger privacy protection. This survey provides a comprehensive and structured overview of the local differential privacy technology. We summarise and analyze state-of-the-art research in LDP and compare a range of methods in the context of answering a variety of queries and training different machine learning models. We discuss the practical deployment of local differential privacy and explore its application in various domains. Furthermore, we point out several research gaps, and discuss promising future research directions." @default.
- W3048252189 created "2020-08-13" @default.
- W3048252189 creator A5036801346 @default.
- W3048252189 creator A5047118658 @default.
- W3048252189 creator A5052577882 @default.
- W3048252189 creator A5071321132 @default.
- W3048252189 creator A5087351635 @default.
- W3048252189 date "2020-08-09" @default.
- W3048252189 modified "2023-09-26" @default.
- W3048252189 title "Local Differential Privacy and Its Applications: A Comprehensive Survey" @default.
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