no code implementations • 17 Jun 2021 • Ousmane Amadou Dia, Theofanis Karaletsos, Caner Hazirbas, Cristian Canton Ferrer, Ilknur Kaynar Kabul, Erik Meijer
Under this threat model, we create adversarial examples by perturbing only regions in the inputs where a classifier is uncertain.
no code implementations • 25 Sep 2019 • Ousmane Amadou Dia, Elnaz Barshan, Reza Babanezhad
While progress has been made in crafting visually imperceptible adversarial examples, constructing semantically meaningful ones remains a challenge.
no code implementations • 10 Mar 2019 • Ousmane Amadou Dia, Elnaz Barshan, Reza Babanezhad
While progress has been made in crafting visually imperceptible adversarial examples, constructing semantically meaningful ones remains a challenge.