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Preprints, Working Papers, ... Year : 2022

Quantum Local Differential Privacy and Quantum Statistical Query Model

Abstract

The problem of private learning has been extensively studied in classical computer science. Notably, a striking equivalence between local differentially private learning and statistical query learning has been shown. In addition, the statistical query model has been recently extended to quantum computation. In this work, we give a formal definition of quantum local differential privacy and we extend the aforementioned result to quantum computation.
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Dates and versions

hal-03752811 , version 1 (17-08-2022)

Identifiers

  • HAL Id : hal-03752811 , version 1

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Armando Angrisani, Elham Kashefi. Quantum Local Differential Privacy and Quantum Statistical Query Model. 2022. ⟨hal-03752811⟩
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