On the Impact of Noise in Differentially Private Text Rewriting

On the Impact of Noise in Differentially Private Text Rewriting

North American Chapter of the Association for Computational Linguistics (NAACL), 2025

31 January 2025

Stephen Meisenbacher

Florian Matthes

ArXiv (abs)PDF HTML

Papers citing "On the Impact of Noise in Differentially Private Text Rewriting"

4 / 4 papers shown

Title
With Privacy, Size Matters: On the Importance of Dataset Size in Differentially Private Text Rewriting Stephen Meisenbacher Florian Matthes 100 0 0 01 Nov 2025
The Double-edged Sword of LLM-based Data Reconstruction: Understanding and Mitigating Contextual Vulnerability in Word-level Differential Privacy Text Sanitization Stephen Meisenbacher Alexandra Klymenko Andreea-Elena Bodea Florian Matthes AAML 84 0 0 26 Aug 2025
Unveiling Unicode's Unseen Underpinnings in Undermining Authorship Attribution Robert Dilworth 93 1 0 19 Aug 2025
LLM-as-a-Judge for Privacy Evaluation? Exploring the Alignment of Human and LLM Perceptions of Privacy in Textual Data Stephen Meisenbacher Alexandra Klymenko Florian Matthes AILaw ELM 65 2 0 16 Aug 2025