Sangeetha S. B.

Privacy-Preserving Federated Analytics Framework for Secure OLAP-Driven Data Mining in Enterprise Data Warehouses

The framework proposed in this paper provides a definitive solution through integrating OLAP-based multidimensional feature engineering and federated learning (FL) through FedAvg and differentially private stochastic gradient descent (DP-SGD) for privacy-preserving enterprise AI.