Ni Ding

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 2024Show all

2 papers · 1 filter

cs.IT2024

$α$ -leakage by Rényi Divergence and Sibson Mutual Information

Ni Ding, Mohammad Amin Zarrabian, Parastoo Sadeghi

For $f ~ (t) = exp (\frac{α - 1}{α} t)$ , this paper proposes a $f ~$ -mean information gain measure. Rényi divergence is shown to be the maximum $f ~$ -mean information g…

cs.IT2024

A Cross Entropy Interpretation of R{é}nyi Entropy for $α$ -leakage

Ni Ding, Mohammad Amin Zarrabian, Parastoo Sadeghi

This paper proposes an $α$ -leakage measure for $α \in [0, \infty)$ by a cross entropy interpretation of R{é}nyi entropy. While Rényi entropy was originally defined as an $f$ -mean for…

α-leakage by Rényi Divergence and Sibson Mutual Information

A Cross Entropy Interpretation of R{é}nyi Entropy for α-leakage

$α$ -leakage by Rényi Divergence and Sibson Mutual Information

A Cross Entropy Interpretation of R{é}nyi Entropy for $α$ -leakage