2 papers
cs.CR2025
Improving Privacy Benefits of Redaction
Vaibhav Gusain, Douglas Leith
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 w…
cs.LG2024
Towards Quantifying The Privacy Of Redacted Text
Vaibhav Gusain, Douglas Leith
In this paper we propose use of a k-anonymity-like approach for evaluating the privacy of redacted text. Given a piece of redacted text we use a state of the art transformer-based…