activity
20132024
most citedOn the Lift, Related Privacy Measures, and Applications to Privacy-Utility Tradeoffs

17 citations · 46 across the 32 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

cs.IT2022

Asymmetric Local Information Privacy and the Watchdog Mechanism

Mohammad Amin Zarrabian, Ni Ding, Parastoo Sadeghi

This paper proposes a novel watchdog privatization scheme by generalizing local information privacy (LIP) to enhance data utility. To protect the sensitive features correlated…

cs.CR2022★ 1 cited

Kantorovich Mechanism for Pufferfish Privacy

Ni Ding

Pufferfish privacy achieves -indistinguishability over a set of secret pairs in the disclosed data. This paper studies how to attain -pufferfish privacy by exponential mechan…