nuclear-tests 发表于 2025-3-28 16:37:12
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Transferred Intuitions. Scripted Routineswe consider a few directions, including adaptive data analysis, personalized privacy, multiparty computation, differentially private mechanism design, private genetic data, local differential privacy and learning model publishing.HILAR 发表于 2025-3-29 07:42:54
Book 2017 recent research on differential privacy with a theory perspective. It provides an approachable strategy for researchers and engineers to implement differential privacy in real world applications..Early chapters are focused on two major directions, differentially private data publishing and differenACTIN 发表于 2025-3-29 15:01:33
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Correlated Differential Privacy for Non-IID Datasets,correlated differential privacy problem and outlines the research issues and challenges in providing privacy guarantees for correlated datasets. Then it presents an innovative solution to solve the correlated differential privacy problem and shows that the solution is robust and effective.Immunization 发表于 2025-3-29 22:03:40
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Differentially Private Data Publishing: Non-interactive Setting,blem: one is decomposing the correlation between batch queries and another is publishing a synthetic dataset with the constraint of differential privacy to answer those proposed queries. Related methods are presented in the synthetic dataset publishing Sections.arabesque 发表于 2025-3-30 05:10:50
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