77 citations
- Royal Military AcademyBE2 papers
- Université Libre de BruxellesBE2 papers
- Huai'an UniversityCN1 paper
- Laboratoire d'Informatique, de Robotique et de Microélectronique de MontpellierFR1 paper
- Nanjing University of Aeronautics and AstronauticsCN1 paper
- National Institute of Advanced Industrial Science and TechnologyJP1 paper
- National University of Defense TechnologyCN1 paper
Showing cs.CRShow all
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cs.CR2023★ 67 cited
Adv-Bot: Realistic Adversarial Botnet Attacks against Network Intrusion Detection Systems
Islam Debicha, Benjamin Cochez, Tayeb Kenaza +3
Due to the numerous advantages of machine learning (ML) algorithms, many applications now incorporate them. However, many studies in the field of image classification have shown th…
cs.CR2022★ 77 cited
TAD: Transfer Learning-based Multi-Adversarial Detection of Evasion Attacks against Network Intrusion Detection Systems
Islam Debicha, Richard Bauwens, Thibault Debatty +3
Nowadays, intrusion detection systems based on deep learning deliver state-of-the-art performance. However, recent research has shown that specially crafted perturbations, called a…