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08/24/2022
DP2-Pub: Differentially Private High-Dimensional Data Publication with Invariant Post Randomization
A large amount of high-dimensional and heterogeneous data appear in prac...
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08/10/2022
Blockchain-based Edge Resource Sharing for Metaverse
Although Metaverse has recently been widely studied, its practical appli...
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04/25/2022
Strategic Signaling for Utility Control in Audit Games
As an effective method to protect the daily access to sensitive data aga...
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02/18/2022
Social Welfare Maximization in Cross-Silo Federated Learning
As one of the typical settings of Federated Learning (FL), cross-silo FL...
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02/16/2022
MMZDA: Enabling Social Welfare Maximization in Cross-Silo Federated Learning
As one of the typical settings of Federated Learning (FL), cross-silo FL...
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12/13/2021
Differentially Private Data Publication with Multi-level Data Utility
Conventional private data publication mechanisms aim to retain as much d...
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12/03/2021
Differential Privacy in Privacy-Preserving Big Data and Learning: Challenge and Opportunity
Differential privacy (DP) has become the de facto standard of privacy pr...
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10/06/2020