Statistical-privacy

Publishing Asynchronous Event Times with Pufferfish Privacy
Uses pufferfish privacy framework to publish time-stamps of point events and answer accurate interval queries.
Jiaxin Ding, Abhirup Ghosh, Rik Sarkar, Jie Gao
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Differentially Private Range Counting in Planar Graphs for Spatial Sensing
Proposes a private and efficient data structure to answer range queries along paths in a planar graph.
Abhirup Ghosh, Jiaxin Ding, Rik Sarkar, Jie Gao
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Continual and Sliding Window Release for Private Empirical Risk Minimization
Releasing differentially private ML models for data streams.
Lauren Watson, Abhirup Ghosh, Benedek Rozemberczki, Rik Sarkar
Last updated on Jul 20, 2022
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