Search Results for author: Joseph Rance

Found 2 papers, 2 papers with code

Attacks of fairness in Federated Learning

1 code implementation21 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.

Attribute Backdoor Attack +2

Augmentation Backdoors

1 code implementation29 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.

Data Augmentation

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