3 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.CR2024★ 1 cited
NetDPSyn: Synthesizing Network Traces under Differential Privacy
Danyu Sun, Joann Qiongna Chen, Chen Gong +2
As the utilization of network traces for the network measurement research becomes increasingly prevalent, concerns regarding privacy leakage from network traces have garnered the p…
cs.CR2023
A Comprehensive Study of Privacy Risks in Curriculum Learning
Joann Qiongna Chen, Xinlei He, Zheng Li +2
Training a machine learning model with data following a meaningful order, i.e., from easy to hard, has been proven to be effective in accelerating the training process and achievin…
cs.CR2020★ 3 cited
Continuous Release of Data Streams under both Centralized and Local Differential Privacy
Tianhao Wang, Joann Qiongna Chen, Zhikun Zhang +5
In this paper, we study the problem of publishing a stream of real-valued data satisfying differential privacy (DP). One major challenge is that the maximal possible value can be q…