Search Results for author: Yuxi Xia

Found 2 papers, 1 papers with code

Specification Overfitting in Artificial Intelligence

no code implementations13 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.

Fairness

WAFFLE: Watermarking in Federated Learning

1 code implementation17 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.

Federated Learning

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