Differentially private multivariate time series forecasting of aggregated human mobility with deep learning: Input or gradient perturbation?

Héber Hwang Arcolezi, Jean-François Couchot, Denis Renaud, Bechara al Bouna, Xiaokui Xiao. Differentially private multivariate time series forecasting of aggregated human mobility with deep learning: Input or gradient perturbation?. Neural Computing and Applications, 34(16):13355-13369, 2022. [doi]

Authors

Héber Hwang Arcolezi

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Jean-François Couchot

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Denis Renaud

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Bechara al Bouna

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Xiaokui Xiao

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