SISA Based Machine Unlearning for Credit Card Default Prediction with Shard Optimization
Machine unlearning addresses a critical challenge in modern AI based financial systems by enabling the removal of user data while maintaining model accuracy and efficiency without retraining the model from scratch. In applications such as credit card default prediction, models are trained on sensitive financial data, c...