Knowledge Federation: A Unified and Hierarchical Privacy-Preserving AI Framework

Hongyu Li, Dan Meng, Hong Wang +1

With strict protections and regulations of data privacy and security, conventional machine learning based on centralized datasets is confronted with significant challenges, making…