Improving the Utility of Differentially Private SGD by Employing Wavelet Transforms

Kanishka Ranaweera, David B. Smith 0001, Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding 0001, Thierry Rakotoarivelo, Aruna Seneviratne. Improving the Utility of Differentially Private SGD by Employing Wavelet Transforms. In Jingrui He, Themis Palpanas, Xiaohua Hu, Alfredo Cuzzocrea, Dejing Dou, Dominik Slezak, Wei Wang, Aleksandra Gruca, Jerry Chun-Wei Lin, Rakesh Agrawal 0001, editors, IEEE International Conference on Big Data, BigData 2023, Sorrento, Italy, December 15-18, 2023. pages 1352-1359, IEEE, 2023. [doi]

Authors

Kanishka Ranaweera

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David B. Smith 0001

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Dinh C. Nguyen

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Pubudu N. Pathirana

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Ming Ding 0001

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Thierry Rakotoarivelo

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Aruna Seneviratne

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