Search Results for author: Gouenou Coatrieux

Found 4 papers, 0 papers with code

White-box Membership Attack Against Machine Learning Based Retinopathy Classification

no code implementations30 May 2022 Mounia Hamidouche, Reda Bellafqira, Gwenolé Quellec, Gouenou Coatrieux

From a privacy perspective in our use case where a diabetic retinopathy classification model is given to partners that have at their disposal images along with patients' identifiers, inferring the membership status of a data sample can help to state if a patient has contributed or not to the training of the model.

BIG-bench Machine Learning Inference Attack +2

Real-time analysis of cataract surgery videos using statistical models

no code implementations18 Oct 2016 Katia Charrière, Gwenolé Quellec, Mathieu Lamard, David Martiano, Guy Cazuguel, Gouenou Coatrieux, Béatrice Cochener

The automatic analysis of the surgical process, from videos recorded during surgeries, could be very useful to surgeons, both for training and for acquiring new techniques.

Retrieval Video Retrieval

Cannot find the paper you are looking for? You can Submit a new open access paper.