Uncertainty-Aware Parzen-Rosenblatt Classifier for Multiattribute Data. - Ali Hamache; Mohamed El Yazid Boudaren; Houdaifa Boukersoul; Islam Debicha; Hamza Sadouk; Rezki Zibani; Ahmed Habbouchi; Omar Merouani (BELIEF, 2018)

Dempster-Shafer Parzen-Rosenblatt Hidden Markov Fields for Multichannel Image Segmentation. - Mohamed El Yazid Boudaren; Ali Hamache; Islam Debicha; Hamza Tarik Sadouk (IPMU (1), 2020)

Detect & Reject for Transferability of Black-Box Adversarial Attacks Against Network Intrusion Detection Systems. - Islam Debicha; Thibault Debatty; Jean-Michel Dricot; Wim Mees; Tayeb Kenaza (ACeS, 2021)

Efficient Intrusion Detection Using Evidence Theory. - Islam Debicha; Thibault Debatty; Wim Mees; Jean-Michel Dricot (CoRR, 2021)

Adversarial Training for Deep Learning-based Intrusion Detection Systems. - Islam Debicha; Thibault Debatty; Jean-Michel Dricot; Wim Mees (CoRR, 2021)

Review on the Feasibility of Adversarial Evasion Attacks and Defenses for Network Intrusion Detection Systems. - Islam Debicha; Benjamin Cochez; Tayeb Kenaza; Thibault Debatty; Jean-Michel Dricot; Wim Mees (CoRR, 2023)

TAD: Transfer learning-based multi-adversarial detection of evasion attacks against network intrusion detection systems. - Islam Debicha; Richard Bauwens; Thibault Debatty; Jean-Michel Dricot; Tayeb Kenaza; Wim Mees (Future Gener. Comput. Syst., 2023)

Adv-Bot: Realistic adversarial botnet attacks against network intrusion detection systems. - Islam Debicha; Benjamin Cochez; Tayeb Kenaza; Thibault Debatty; Jean-Michel Dricot; Wim Mees (Comput. Secur., 2023)