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Towards General-purpose Infrastructure for Protecting Scientific Data
  Under Study

Towards General-purpose Infrastructure for Protecting Scientific Data Under Study

4 October 2021
Andrew Trask
Kritika Prakash
ArXivPDFHTML

Papers citing "Towards General-purpose Infrastructure for Protecting Scientific Data Under Study"

6 / 6 papers shown
Title
An automatic differentiation system for the age of differential privacy
An automatic differentiation system for the age of differential privacy
Dmitrii Usynin
Alexander Ziller
Moritz Knolle
Andrew Trask
Kritika Prakash
Daniel Rueckert
Georgios Kaissis
25
3
0
22 Sep 2021
Sensitivity analysis in differentially private machine learning using
  hybrid automatic differentiation
Sensitivity analysis in differentially private machine learning using hybrid automatic differentiation
Alexander Ziller
Dmitrii Usynin
Moritz Knolle
Kritika Prakash
Andrew Trask
R. Braren
Marcus R. Makowski
Daniel Rueckert
Georgios Kaissis
20
5
0
09 Jul 2021
Syft 0.5: A Platform for Universally Deployable Structured Transparency
Syft 0.5: A Platform for Universally Deployable Structured Transparency
A. Hall
Madhava Jay
Tudor Cebere
Bogdan Cebere
K. V. D. Veen
...
Animesh Gupta
Jason Paumier
Nahua Kang
V. Manannikov
Andrew Trask
FedML
24
7
0
26 Apr 2021
Individual Privacy Accounting via a Renyi Filter
Individual Privacy Accounting via a Renyi Filter
Vitaly Feldman
Tijana Zrnic
59
86
0
25 Aug 2020
FedML: A Research Library and Benchmark for Federated Machine Learning
FedML: A Research Library and Benchmark for Federated Machine Learning
Chaoyang He
Songze Li
Jinhyun So
Xiao Zeng
Mi Zhang
...
Yang Liu
Ramesh Raskar
Qiang Yang
M. Annavaram
Salman Avestimehr
FedML
168
564
0
27 Jul 2020
IBM Federated Learning: an Enterprise Framework White Paper V0.1
IBM Federated Learning: an Enterprise Framework White Paper V0.1
Heiko Ludwig
Nathalie Baracaldo
Gegi Thomas
Yi Zhou
Ali Anwar
...
Sean Laguna
Mikhail Yurochkin
Mayank Agarwal
Ebube Chuba
Annie Abay
FedML
131
157
0
22 Jul 2020
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