LazyDP: Co-Designing Algorithm-Software for Scalable Training of Differentially Private Recommendation Models

Juntaek Lim, Youngeun Kwon, Ranggi Hwang +3

Differential privacy (DP) is widely being employed in the industry as a practical standard for privacy protection. While private training of computer vision or natural language pro…