5 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Auditing Privacy Mechanisms via Label Inference Attacks
Róbert István Busa-Fekete, Travis Dick, Claudio Gentile +3
We propose reconstruction advantage measures to audit label privatization mechanisms. A reconstruction advantage measure quantifies the increase in an attacker's ability to infer t…
cs.DS2023★ 5 cited
Node-Differentially Private Estimation of the Number of Connected Components
Iden Kalemaj, Sofya Raskhodnikova, Adam Smith +1
We design the first node-differentially private algorithm for approximating the number of connected components in a graph. Given a database representing an -vertex graph and…