GDP vs. LDP: A Survey from the Perspective of Information-Theoretic Channel

GDP vs. LDP: A Survey from the Perspective of Information-Theoretic Channel

The existing work has conducted in-depth research and analysis on global differential privacy (GDP) and local differential privacy (LDP) based on information theory. However, the data privacy preserving community does not systematically review and analyze GDP and LDP based on the information-theoret...

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Bibliographic Details
Main Authors: Hai Liu, Changgen Peng, Youliang Tian, Shigong Long, Feng Tian, Zhenqiang Wu
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Entropy
Subjects:
GDP vs. LDP
information-theoretic channel
Rényi divergence
mutual information
expected distortion
Online Access:https://www.mdpi.com/1099-4300/24/3/430

Internet

https://www.mdpi.com/1099-4300/24/3/430

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