PV-PATE: An Improved PATE for Deep Learning with Differential Privacy in Trusted Industrial Data Matrix

Author:

Hu Hongyu,Han Qilong,Ma Zhiqiang,Yan Yukun,Xiong Zuobin,Jiang Linyu,Zhang Yuemin

Publisher

Springer Nature Singapore

Reference18 articles.

1. Abadi, M., et alL.: Deep learning with differential privacy. In: Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, pp. 308–318 (2016)

2. Bagdasaryan, E., Poursaeed, O., Shmatikov, V.: Differential privacy has disparate impact on model accuracy. Adv. Neural Inform. Process. Syst. 32 (2019)

3. Lecture Notes in Computer Science;C Dwork,2006

4. Jordon, J., Yoon, J., van der Schaar, M.: Differentially private bagging: Improved utility and cheaper privacy than subsample-and-aggregate. Adv. Neural Inform. Process. Syst. 32 (2019)

5. Jorgensen, Z., Yu, T., Cormode, G.: Conservative or liberal? personalized differential privacy. In: 2015 IEEE 31St International Conference on Data Engineering, pp. 1023–1034. IEEE (2015)

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