Improving the Utility of Differentially Private SGD by Employing Wavelet Transforms

Ranaweera, Kanishka; Smith, D; Nguyen, DC; Pathirana, Pubudu; Ding, M; Rakotoarivelo, T; Seneviratne, A

Improving the Utility of Differentially Private SGD by Employing Wavelet Transforms

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posted on 2025-04-15, 22:44 authored by Kanishka RanaweeraKanishka Ranaweera, D Smith, DC Nguyen, Pubudu PathiranaPubudu Pathirana, M Ding, T Rakotoarivelo, A Seneviratne

Improving the Utility of Differentially Private SGD by Employing Wavelet Transforms

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DOI - Is version of https://doi.org/10.1109/BigData59044.2023.10386897

Location

Sorrento, Italy

Language

eng

Publication classification

E1 Full written paper - refereed

Volume

00

Pagination

1352-1359

Start date

2023-12-15

End date

2023-12-18

ISBN-13

9798350324457

Title of proceedings

BigData 2023 : Proceedings of the 2023 IEEE International Conference on Big Data

Event

Big Data. Conference (2023 : Sorrento, Italy)

Publisher

IEEE

Place of publication

Piscataway, N.J.

Publication URL

http://dx.doi.org/10.1109/bigdata59044.2023.10386897

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Improving the Utility of Differentially Private SGD by Employing Wavelet Transforms

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