Stacey Truex

A Hybrid Approach to Privacy-Preserving Federated Learning

Stacey Truex, Nathalie Baracaldo, Ali Anwar et al. · 2019 · 876 citations

Artificial Intelligence, Privacy Protection, Engineering +16

LDP-Fed

Stacey Truex, Ling Liu, Ka-Ho Chow et al. · 2020 · 380 citations

Artificial Intelligence, Privacy Protection, Engineering +15

TiFL: A Tier-based Federated Learning System

Zheng Chai, Ahsan Ali, Syed Zawad et al. · 2020 · 302 citations

Artificial Intelligence, Cluster Computing, Engineering +17

Demystifying Membership Inference Attacks in Machine Learning as a Service

Stacey Truex, Ling Liu, Mehmet Emre Gürsoy et al. · IEEE Transactions on Services Computing · 2019 · 269 citations

Privacy Protection, Engineering, Machine Learning +19

Efficient and Private Scoring of Decision Trees, Support Vector Machines and Logistic Regression Models Based on Pre-Computation

Martine De Cock, Rafael Dowsley, Caleb Horst et al. · IEEE Transactions on Dependable and Secure Computing · 2017 · 154 citations

Privacy Protection, Engineering, Machine Learning +26