Towards Understanding the Impact of Model Size on Differential Private Classification

Yinchen Shen, Zhiguo Wang, Ruoyu Sun +1

Differential privacy (DP) is an essential technique for privacy-preserving. It was found that a large model trained for privacy preserving performs worse than a smaller model (e.g.…