A workload-adaptive mechanism for linear queries under local differential privacy

McKennaRyan,MaityRaj Kumar,MazumdarArya,MiklauGerome

A workload-adaptive mechanism for linear queries under local differential privacy

2020

McKennaRyan
MaityRaj Kumar
MazumdarArya
MiklauGerome

We propose a new mechanism to accurately answer a user-provided set of linear counting queries under local differential privacy (LDP). Given a set of linear counting queries (the workload) our mech...

Keywords:

Workload
Theoretical computer science
Differential privacy
Computer science

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