1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.CR2024
Local Privacy-preserving Mechanisms and Applications in Machine Learning
Likun Qin, Tianshuo Qiu
The emergence and evolution of Local Differential Privacy (LDP) and its various adaptations play a pivotal role in tackling privacy issues related to the vast amounts of data gener…
cs.CR2023★ 1 cited
A Survey of Local Differential Privacy and Its Variants
Likun Qin, Nan Wang, Tianshuo Qiu
The introduction and advancements in Local Differential Privacy (LDP) variants have become a cornerstone in addressing the privacy concerns associated with the vast data produced b…
cs.CR2023
SOK: Privacy Definitions and Classical Mechanisms in the Local Setting
Nan Wang, Likun Qin, Tianshuo Qiu
This paper delves into the intricate landscape of privacy notions, specifically honed in on the local setting. Central to our discussion is the juxtaposition of point-wise protecti…