Efficient and Utility-Preserving Text Obfuscation Using Word-Level Metric Differential Privacy

1-Diffractor, a novel mechanism for efficient and utility-preserving text obfuscation, leverages word-level metric differential privacy to perturb input text while preserving its utility across various NLP tasks.