11 citations · 28 across the 12 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.AI2019
A Human-in-the-loop Framework to Construct Context-aware Mathematical Notions of Outcome Fairness
Mohammad Yaghini, Andreas Krause, Hoda Heidari
Existing mathematical notions of fairness fail to account for the context of decision-making. We argue that moral consideration of contextual factors is an inherently human task. S…
cs.LG2019
Disparate Vulnerability to Membership Inference Attacks
Bogdan Kulynych, Mohammad Yaghini, Giovanni Cherubin +2
A membership inference attack (MIA) against a machine-learning model enables an attacker to determine whether a given data record was part of the model's training data or not. In t…