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cs.CR2024
Segmented Private Data Aggregation in the Multi-message Shuffle Model
Shaowei Wang, Hongqiao Chen, Sufen Zeng +8
The shuffle model of differential privacy (DP) offers compelling privacy-utility trade-offs in decentralized settings (e.g., internet of things, mobile edge networks). Particularly…
cs.CR2019
Aggregating Votes with Local Differential Privacy: Usefulness, Soundness vs. Indistinguishability
Shaowei Wang, Jiachun Du, Wei Yang +5
Voting plays a central role in bringing crowd wisdom to collective decision making, meanwhile data privacy has been a common ethical/legal issue in eliciting preferences from indiv…