32 citations · 91 across the 60 of their papers we have counts for
3 papers · 1 filter
Privacy-Preserving Search for a Similar Genomic Makeup in the Cloud
Xiaojie Zhu, Erman Ayday, Roman Vitenberg +1
In this paper, we attempt to provide a privacy-preserving and efficient solution for the "similar patient search" problem among several parties (e.g., hospitals) by addressing the…
Key Protected Classification for Collaborative Learning
Mert Bülent Sarıyıldız, Ramazan Gökberk Cinbiş, Erman Ayday
Large-scale datasets play a fundamental role in training deep learning models. However, dataset collection is difficult in domains that involve sensitive information. Collaborative…
One-Time Programs made Practical
Lianying Zhao, Joseph I. Choi, Didem Demirag +4
A one-time program (OTP) works as follows: Alice provides Bob with the implementation of some function. Bob can have the function evaluated exclusively on a single input of his cho…