no code implementations • 5 May 2024 • Yuxi Xia, Anastasiia Sedova, Pedro Henrique Luz de Araujo, Vasiliki Kougia, Lisa Nußbaumer, Benjamin Roth
Finally, the prompt performance of detecting model memorization is quantified by the percentage of name pairs for which the model has higher confidence for the name from the training set.
no code implementations • 13 Mar 2024 • Benjamin Roth, Pedro Henrique Luz de Araujo, Yuxi Xia, Saskia Kaltenbrunner, Christoph Korab
Machine learning (ML) and artificial intelligence (AI) approaches are often criticized for their inherent bias and for their lack of control, accountability, and transparency.
1 code implementation • 17 Aug 2020 • Buse Gul Atli, Yuxi Xia, Samuel Marchal, N. Asokan
In this paper, we present WAFFLE, the first approach to watermark DNN models trained using federated learning.