A Systematic Exploration of Text Decomposition and Budget Distribution in Differentially Private Text Obfuscation

This paper systematically explores text decomposition and budget distribution in Differentially Private (DP) text obfuscation. It evaluates multiple techniques for chunking texts and allocating the epsilon budget, revealing that these design choices significantly impact the results even with comparable privacy budgets.