18 citations · 35 across the 10 of their papers we have counts for
3 papers · 1 filter
AHEAD: Adaptive Hierarchical Decomposition for Range Query under Local Differential Privacy
Linkang Du, Zhikun Zhang, Shaojie Bai +4
For protecting users' private data, local differential privacy (LDP) has been leveraged to provide the privacy-preserving range query, thus supporting further statistical analysis.…
RON-Gauss: Enhancing Utility in Non-Interactive Private Data Release
Thee Chanyaswad, Changchang Liu, Prateek Mittal
A key challenge facing the design of differential privacy in the non-interactive setting is to maintain the utility of the released data. To overcome this challenge, we utilize the…
DEEProtect: Enabling Inference-based Access Control on Mobile Sensing Applications
Changchang Liu, Supriyo Chakraborty, Prateek Mittal
Personal sensory data is used by context-aware mobile applications to provide utility. However, the same data can also be used by an adversary to make sensitive inferences about a…