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20182023
most citedLocal Obfuscation Mechanisms for Hiding Probability Distributions

17 citations · 108 across the 15 of their papers we have counts for

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cs.DB2018★ 16 cited

Utility-Optimized Local Differential Privacy Mechanisms for Distribution Estimation

Takao Murakami, Yusuke Kawamoto

LDP (Local Differential Privacy) has been widely studied to estimate statistics of personal data (e.g., distribution underlying the data) while protecting users' privacy. Although…