77 citations · 171 across the 6 of their papers we have counts for
3 papers · 1 filter
Detect & Reject for Transferability of Black-box Adversarial Attacks Against Network Intrusion Detection Systems
Islam Debicha, Thibault Debatty, Jean-Michel Dricot +2
In the last decade, the use of Machine Learning techniques in anomaly-based intrusion detection systems has seen much success. However, recent studies have shown that Machine learn…
Adversarial Training for Deep Learning-based Intrusion Detection Systems
Islam Debicha, Thibault Debatty, Jean-Michel Dricot +1
Nowadays, Deep Neural Networks (DNNs) report state-of-the-art results in many machine learning areas, including intrusion detection. Nevertheless, recent studies in computer vision…
Efficient Intrusion Detection Using Evidence Theory
Islam Debicha, Thibault Debatty, Wim Mees +1
Intrusion Detection Systems (IDS) are now an essential element when it comes to securing computers and networks. Despite the huge research efforts done in the field, handling sourc…