7 citations · 7 across the 3 of their papers we have counts for
3 papers
cs.DS2023
The Target-Charging Technique for Privacy Accounting across Interactive Computations
Edith Cohen, Xin Lyu
We propose the \emph{Target Charging Technique} (TCT), a unified privacy analysis framework for interactive settings where a sensitive dataset is accessed multiple times using diff…
cs.CC2023
Improved Pseudorandom Generators for Circuits
Xin Lyu
We show a new PRG construction fooling depth-, size- circuits within error , which has seed length $O(\log^{d-1}(m)\log(m/\varepsilon)\log\log(m)…
cs.CR2022★ 7 cited
Composition Theorems for Interactive Differential Privacy
Xin Lyu
An interactive mechanism is an algorithm that stores a data set and answers adaptively chosen queries to it. The mechanism is called differentially private, if any adversary cannot…