649 citations · 2.5k across the 31 of their papers we have counts for
7 papers · 1 filter
Algorithms that Remember: Model Inversion Attacks and Data Protection Law
Michael Veale, Reuben Binns, Lilian Edwards
Many individuals are concerned about the governance of machine learning systems and the prevention of algorithmic harms. The EU's recent General Data Protection Regulation (GDPR) h…
Third Party Tracking in the Mobile Ecosystem
Reuben Binns, Ulrik Lyngs, Max Van Kleek +3
Third party tracking allows companies to identify users and track their behaviour across multiple digital services. This paper presents an empirical study of the prevalence of thir…
Some HCI Priorities for GDPR-Compliant Machine Learning
Michael Veale, Reuben Binns, Max Van Kleek
In this short paper, we consider the roles of HCI in enabling the better governance of consequential machine learning systems using the rights and obligations laid out in the recen…
"So, Tell Me What Users Want, What They Really, Really Want!"
Ulrik Lyngs, Reuben Binns, Max Van Kleek +1
Equating users' true needs and desires with behavioural measures of 'engagement' is problematic. However, good metrics of 'true preferences' are difficult to define, as cognitive b…
Measuring third party tracker power across web and mobile
Reuben Binns, Jun Zhao, Max Van Kleek +1
Third-party networks collect vast amounts of data about users via web sites and mobile applications. Consolidations among tracker companies can significantly increase their individ…
Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making
Michael Veale, Max Van Kleek, Reuben Binns
Calls for heightened consideration of fairness and accountability in algorithmically-informed public decisions---like taxation, justice, and child protection---are now commonplace.…
'It's Reducing a Human Being to a Percentage'; Perceptions of Justice in Algorithmic Decisions
Reuben Binns, Max Van Kleek, Michael Veale +3
Data-driven decision-making consequential to individuals raises important questions of accountability and justice. Indeed, European law provides individuals limited rights to 'mean…