Lower bounds on the robustness to adversarial perturbations J Peck, J Roels, B Goossens, Y Saeys
Advances in Neural Information Processing Systems, 804-813, 2017
82 2017 CharBot: A Simple and Effective Method for Evading DGA Classifiers J Peck, C Nie, R Sivaguru, C Grumer, F Olumofin, B Yu, A Nascimento, ...
IEEE Access 7, 91759-91771, 2019
52 2019 Inline detection of DGA domains using side information R Sivaguru, J Peck, F Olumofin, A Nascimento, M De Cock
IEEE Access 8, 141910-141922, 2020
22 2020 Detecting adversarial manipulation using inductive Venn-ABERS predictors J Peck, B Goossens, Y Saeys
Neurocomputing 416, 202-217, 2020
7 2020 Distillation of deep reinforcement learning models using fuzzy inference systems A Gevaert, J Peck, Y Saeys
The 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the …, 2019
5 2019 Calibrated multi-probabilistic prediction as a defense against adversarial attacks J Peck, B Goossens, Y Saeys
Artificial Intelligence and Machine Learning: 31st Benelux AI Conference …, 2020
3 2020 Hardening DGA Classifiers Utilizing IVAP C Grumer, J Peck, F Olumofin, A Nascimento, M De Cock
IEEE Big Data, 2019
3 2019 Detecting Adversarial Examples with Inductive Venn-ABERS Predictors J Peck, B Goossens, Y Saeys
European Symposium on Artificial Neural Networks, Computational Intelligence …, 2019
2 2019 Distilling Deep RL Models Into Interpretable Neuro-Fuzzy Systems A Gevaert, J Peck, Y Saeys
2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2022
1 2022 Regional Image Perturbation Reduces Norms of Adversarial Examples While Maintaining Model-to-model Transferability U Ozbulak, J Peck, W De Neve, B Goossens, Y Saeys, A Van Messem
arXiv preprint arXiv:2007.03198, 2020
1 2020 An introduction to adversarially robust deep learning J Peck, B Goossens, Y Saeys
IEEE Transactions on Pattern Analysis and Machine Intelligence 46 (4), 2071 …, 2023
2023 Improving the robustness of deep neural networks to adversarial perturbations J Peck
Ghent University, 2023
2023 Robustness of Classifiers to Adversarial Perturbations J Peck
2017