Lifelong DP: Consistently Bounded Differential Privacy in Lifelong Machine Learning

1 code implementation • 26 Jul 2022 • Phung Lai, Han Hu, NhatHai Phan, Ruoming Jin, My T. Thai, An M. Chen

In this paper, we show that the process of continually learning new tasks and memorizing previous tasks introduces unknown privacy risks and challenges to bound the privacy loss.

BIG-bench Machine Learning