Nathalie Baracaldo

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

TiFL: A Tier-based Federated Learning System

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

Artificial Intelligence, Cluster Computing, Engineering +17

HybridAlpha

Runhua Xu, Nathalie Baracaldo, Yi Zhou et al. · 2019 · 283 citations · Full text

Engineering, Machine Learning, Data Science +14

Detecting Backdoor Attacks on Deep Neural Networks by Activation\n Clustering

Bryant Chen, Wilka Carvalho, Nathalie Baracaldo et al. · arXiv (Cornell University) · 2018 · 238 citations · Full text

Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering

Bryant Chen, Wilka Carvalho, Nathalie Baracaldo et al. · arXiv (Cornell University) · 2018 · 231 citations · Full text

Hardware Security, Engineering, Machine Learning +15