Search Results for author: Ousmane Amadou Dia

Found 3 papers, 0 papers with code

Localized Uncertainty Attacks

no code implementations17 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.

Semantics Preserving Adversarial Attacks

no code implementations25 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.

Semantics Preserving Adversarial Learning

no code implementations10 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.

Text Classification

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