Enhancing DP-SGD through Non-monotonous Adaptive Scaling Gradient Weight

Tao Huang, Qingyu Huang, Xin Shi +4

In the domain of deep learning, the challenge of protecting sensitive data while maintaining model utility is significant. Traditional Differential Privacy (DP) techniques such as…