Membership Inference Attack for Beluga Whales Discrimination

no code implementations • 28 Feb 2023 • Voncarlos Marcelo Araújo, Sébastien Gambs, Clément Chion, Robert Michaud, Léo Schneider, Hadrien Lautraite

To efficiently monitor the growth and evolution of a particular wildlife population, one of the main fundamental challenges to address in animal ecology is the re-identification of individuals that have been previously encountered but also the discrimination between known and unknown individuals (the so-called "open-set problem"), which is the first step to realize before re-identification.

Inference Attack Membership Inference Attack