2 citations · 6 across the 11 of their papers we have counts for
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cs.CR2024★ 2 cited
Investigating Privacy Leakage in Dimensionality Reduction Methods via Reconstruction Attack
Chayadon Lumbut, Donlapark Ponnoprat
This study investigates privacy leakage in dimensionality reduction methods through a novel machine learning-based reconstruction attack. Employing an informed adversary threat mod…
cs.CR2022★ 1 cited
Detecting Anomalous LAN Activities under Differential Privacy
Norrathep Rattanavipanon, Donlapark Ponnoprat, Hideya Ochiai +3
Anomaly detection has emerged as a popular technique for detecting malicious activities in local area networks (LANs). Various aspects of LAN anomaly detection have been widely stu…
cs.CR2021
Dirichlet Mechanism for Differentially Private KL Divergence Minimization
Donlapark Ponnoprat
Given an empirical distribution of sensitive data , we consider the task of minimizing over a probability simplex, while protecting t…