Browsing by author "Peck, Jonathan"
Now showing items 1-5 of 5
-
An Introduction to Adversarially Robust Deep Learning
Peck, Jonathan; Goossens, Bart; Saeys, Yvan (2024) -
Calibrated multi-probabilistic prediction as a defense against adversarial attacks
Peck, Jonathan; Goossens, Bart; Saeys, Yvan (2019) -
Detecting adversarial examples with inductive Venn-ABERS predictors
Peck, Jonathan; Goossens, Bart; Saeys, Yvan (2019) -
Lower bounds on the robustness to adversarial perturbations
Peck, Jonathan; Roels, Joris; Goossens, Bart; Saeys, Yvan (2017) -
Regional image perturbation reduces Lp norms of adversarial examples while maintaining model-to-model transferability
Özbulak, Utku; Peck, Jonathan; De Neve, Wesley; Goossens, Bart; Saeys, Yvan; Van Messem, Arnout (2020)