Islam Debicha

Adv-Bot: Realistic Adversarial Botnet Attacks against Network Intrusion Detection Systems

Journal paper

Islam Debicha, Benjamin Cochez, Tayeb Kenaza, Thibault Debatty, Jean-Michel Dricot, Wim Mees

2023

https://doi.org/10.1016/j.cose.2023.103176

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Protecting network intrusion detection systems from evasion attacks

PhD thesis

Islam Debicha

2023

Royal Military Academy and Université Libre de Bruxelles

Supervisors: Thibault Debatty and Jean-Michel Dricot

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TAD: Transfer learning-based multi-adversarial detection of evasion attacks against network intrusion detection systems

Journal paper

Islam Debicha, Richard Bauwens, Thibault Debatty, Jean-Michel Dricot, Tayeb Kenaza, Wim Mees

2022

https://doi.org/10.1016/j.future.2022.08.011

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Adversarial Training for Deep Learning-based Intrusion Detection Systems

Conference paper

Islam Debicha, Thibault Debatty, Jean-Michel Dricot, Wim Mees

2021

The Sixteenth International Conference on Systems (ICONS 2021)

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Detect & Reject for Transferability of Black-box Adversarial Attacks Against Network Intrusion Detection Systems

Conference paper

Islam Debicha, Thibault Debatty, Jean-Michel Dricot, Wim Mees, Tayeb Kenaza

2021

Third International Conference on Advances in Cyber Security (ACeS2021)

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Efficient Intrusion Detection Using Evidence Theory

Conference paper

Islam Debicha, Thibault Debatty, Wim Mees, Jean-Michel Dricot

2020

The Twelfth International Conference on Evolving Internet (INTERNET 2020)

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