Optimizing the Privacy-Utility Balance using Synthetic Data and Configurable Perturbation Pipelines

Anantha Sharma, Swetha Devabhaktuni, Eklove Mohan

This paper explores the strategic use of modern synthetic data generation and advanced data perturbation techniques to enhance security, maintain analytical utility, and improve op…