33 citations · 105 across the 30 of their papers we have counts for
3 papers · 2 filters
Vulnerabilities in the use of similarity tables in combination with pseudonymisation to preserve data privacy in the UK Office for National Statistics' Privacy-Preserving Record Linkage
Chris Culnane, Benjamin I. P. Rubinstein, Vanessa Teague
In the course of a survey of privacy-preserving record linkage, we reviewed the approach taken by the UK Office for National Statistics (ONS) as described in their series of report…
Adequacy of the Gradient-Descent Method for Classifier Evasion Attacks
Yi Han, Benjamin I. P. Rubinstein
Despite the wide use of machine learning in adversarial settings including computer security, recent studies have demonstrated vulnerabilities to evasion attacks---carefully crafte…
Privacy Assessment of De-identified Opal Data: A report for Transport for NSW
Chris Culnane, Benjamin I. P. Rubinstein, Vanessa Teague
We consider the privacy implications of public release of a de-identified dataset of Opal card transactions. The data was recently published at https://opendata.transport.nsw.gov.a…