Improving Privacy Benefits of Redaction
Vaibhav Gusain, Douglas Leith

TL;DR
This paper introduces a new redaction method for sanitizing natural text data that enhances privacy protection while reducing the extent of redaction needed, outperforming existing techniques.
Contribution
The paper presents a novel redaction approach that improves privacy benefits and minimizes redacted content compared to prior methods.
Findings
Provides better privacy protection than existing techniques
Achieves lower redaction levels while maintaining privacy
Outperforms state-of-the-art redaction methods
Abstract
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.
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Taxonomy
TopicsPrivacy, Security, and Data Protection · Hate Speech and Cyberbullying Detection
