Fiche de LOUNICI Sofiane

Titre : Watermarking machine learning models
Date : 7 novembre 2022
Heure: 14:00
Résumé : Entrez le résuméThe protection of the intellectual property of machine learning models appears to be increasingly necessary, given the investments and their impact on society. In this thesis, we propose to study the watermarking of machine learning models. We provide a state of the art on current watermarking techniques, and then complement it by considering watermarking beyond image classification tasks. We then define forging attacks against watermarking for model hosting platforms and present a new fairness-based watermarking technique. In addition, we propose an implementation of the presented techniques.
Lieu : EURECOM