Improving Privacy Benefits of Redaction
arXiv:2501.17762v32 citationsh-index: 1ESANN 2025 proceesdings
Originality Incremental advance
AI Analysis
This addresses privacy concerns for users handling sensitive text data, but appears incremental as it builds on existing redaction techniques.
The paper tackles the problem of sanitizing natural text data for privacy by proposing a novel redaction methodology, which achieves better privacy benefits than state-of-the-art techniques while maintaining lower redaction levels.
We propose a novel redaction methodology that can be used to sanitize natural text data. Our new technique provides better privacy benefits than other state of the art techniques while maintaining lower redaction levels.