Differentially Private Bayesian Neural Networks on Accuracy, Privacy and Reliability

Qiyiwen Zhang, Zhiqi Bu, Kan Chen, Qi Long. Differentially Private Bayesian Neural Networks on Accuracy, Privacy and Reliability. In Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part IV. Volume 13716 of Lecture Notes in Computer Science, pages 604-619, Springer, 2022. [doi]

Authors

Qiyiwen Zhang

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Zhiqi Bu

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Kan Chen

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Qi Long

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