1 code implementation • 21 Nov 2023 • Joseph Rance, Filip Svoboda
It is now well understood that by controlling only a small subset of FL clients, it is possible to introduce a backdoor to a federated learning model, in the presence of certain attributes.
1 code implementation • 29 Sep 2022 • Joseph Rance, Yiren Zhao, Ilia Shumailov, Robert Mullins
It is well known that backdoors can be inserted into machine learning models through serving a modified dataset to train on.