200 citations
- Centre National de la Recherche ScientifiqueFR28 papers
- École Nationale Supérieure d'Ingénieurs de CaenFR22 papers
- Université de Caen NormandieFR18 papers
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- Centre de Recherche en Mathématiques de la DécisionFR8 papers
- CEA Paris-SaclayFR5 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR5 papers
- Institut de Mathématiques de BordeauxFR5 papers
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- Université de SherbrookeCA4 papers
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Showing 2021 · cs.CVShow all
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cs.CV2021
Training face verification models from generated face identity data
Dennis Conway, Loic Simon, Alexis Lechervy +1
Machine learning tools are becoming increasingly powerful and widely used. Unfortunately membership attacks, which seek to uncover information from data sets used in machine learni…
cs.CV2021★ 15 cited
This Person (Probably) Exists. Identity Membership Attacks Against GAN Generated Faces
Ryan Webster, Julien Rabin, Loic Simon +1
Recently, generative adversarial networks (GANs) have achieved stunning realism, fooling even human observers. Indeed, the popular tongue-in-cheek website {\small \url{ http://this…