11 citations · 23 across the 13 of their papers we have counts for
4 papers · 1 filter
Hard to Forget: Poisoning Attacks on Certified Machine Unlearning
Neil G. Marchant, Benjamin I. P. Rubinstein, Scott Alfeld
The right to erasure requires removal of a user's information from data held by organizations, with rigorous interpretations extending to downstream products such as learned models…
Optimal Edge Weight Perturbations to Attack Shortest Paths
Benjamin A. Miller, Zohair Shafi, Wheeler Ruml +3
Finding shortest paths in a given network (e.g., a computer network or a road network) is a well-studied task with many applications. We consider this task under the presence of an…
PATHATTACK: Attacking Shortest Paths in Complex Networks
Benjamin A. Miller, Zohair Shafi, Wheeler Ruml +3
Shortest paths in complex networks play key roles in many applications. Examples include routing packets in a computer network, routing traffic on a transportation network, and inf…
RAWLSNET: Altering Bayesian Networks to Encode Rawlsian Fair Equality of Opportunity
David Liu, Zohair Shafi, William Fleisher +2
We present RAWLSNET, a system for altering Bayesian Network (BN) models to satisfy the Rawlsian principle of fair equality of opportunity (FEO). RAWLSNET's BN models generate aspir…