Jason Mancuso

Privacy-preserving collaborative machine learning on genomic data using TensorFlow

Zhicong Huang, Cheng Hong, Li Ma, 2020, IACR Cryptol. ePrint Arch..

A generic framework for privacy preserving deep learning pdf

Daniel Rueckert, Jonathan Passerat-Palmbach, Morten Dahl, 2018, ArXiv.

Private Machine Learning in TensorFlow using Secure Computation pdf

Morten Dahl, Jason Mancuso, Ian Livingstone, 2018, ArXiv.

Detecting Spiky Corruption in Markov Decision Processes pdf

Jason Mancuso, David Lindner, Alok Singh, 2019, AISafety@IJCAI.

Privacy-preserving medical image analysis pdf

Daniel Rueckert, Jonathan Passerat-Palmbach, Rickmer Braren, 2020, ArXiv.

End-to-end privacy preserving deep learning on multi-institutional medical imaging

Daniel Rueckert, Jonathan Passerat-Palmbach, Rickmer Braren, 2021, Nature Machine Intelligence.