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Scopus Author ID: 57203969942
ResearcherID: GLT-8711-2022

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Belgium

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Employment (1)

Université libre de Bruxelles (ULB): 1050, Brussels, BE

Employment
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Université libre de Bruxelles

Works (9)

Addressing Poisoning Attacks Against Federated Intrusion Detection Systems in Internet of Healthcare Things

2024 | Book chapter
DOI: 10.1007/978-3-031-71848-9_25
Contributors: Takieddine Boumediri; Islam Debicha; Tayeb Kenaza
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Crossref

Review on the Feasibility of Adversarial Evasion Attacks and Defenses for Network Intrusion Detection Systems

ArXiv
2023 | Journal article
WOSUID: PPRN:46536630
Contributors: Debicha, Islam; Cochez, Benjamin; Kenaza, Tayeb; Debatty, Thibault; Dricot, Jean-Michel; Mees, Wim
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Web of Science Researcher Profile Sync

Adv-Bot: Realistic adversarial botnet attacks against network intrusion detection systems

Computers & Security
2023-06 | Journal article
DOI: 10.1016/j.cose.2023.103176
Contributors: Islam Debicha; Benjamin Cochez; Tayeb Kenaza; Thibault Debatty; Jean-Michel Dricot; Wim Mees
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Crossref
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TAD: Transfer learning-based multi-adversarial detection of evasion attacks against network intrusion detection systems

Future Generation Computer Systems
2023-01 | Journal article
DOI: 10.1016/j.future.2022.08.011
Contributors: Islam Debicha; Richard Bauwens; Thibault Debatty; Jean-Michel Dricot; Tayeb Kenaza; Wim Mees
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Crossref
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Detect & Reject for Transferability of Black-box Adversarial Attacks Against Network Intrusion Detection Systems

ArXiv
2021 | Journal article
DOI: 10.1007/978-981-16-8059-5_20
WOSUID: PPRN:13693635
Contributors: Debicha, Islam; Debatty, Thibault; Dricot, Jean-Michel; Mees, Wim; Kenaza, Tayeb
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Web of Science Researcher Profile Sync
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Adversarial Training for Deep Learning-based Intrusion Detection Systems

ICONS 2021 : The Sixteenth International Conference on Systems
2021-04-18 | Conference paper
EID:

2-s2.0-85106119110

Part of ISSN: 23318422
ARXIV: arXiv:2104.09852v1
Source: Self-asserted source
Islam DEBICHA
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Preferred source (of 2)‎

Dempster-Shafer Parzen-Rosenblatt Hidden Markov Fields for Multichannel Image Segmentation

Communications in Computer and Information Science
2020 | Book
DOI: 10.1007/978-3-030-50146-4_45
EID:

2-s2.0-85086259691

Part of ISSN: 18650937 18650929
Contributors: Boudaren, M.E.Y.; Hamache, A.; Debicha, I.; Sadouk, H.T.
Source: Self-asserted source
Islam DEBICHA via Scopus - Elsevier
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Preferred source (of 3)‎

Efficient Intrusion Detection Using Evidence Theory

INTERNET 2020 : The Twelfth International Conference on Evolving Internet
2020-10-18 | Conference paper
EID:

2-s2.0-85104189206

Part of ISSN: 23318422
ARXIV: arXiv:2103.08585v1
Source: Self-asserted source
Islam DEBICHA
grade
Preferred source (of 2)‎

Uncertainty-aware parzen-rosenblatt classifier for multiattribute data

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
DOI: 10.1007/978-3-319-99383-6_14
EID:

2-s2.0-85053821481

Part of ISSN: 16113349 03029743
Contributors: Hamache, A.; Boudaren, M.E.Y.; Boukersoul, H.; Debicha, I.; Sadouk, H.; Zibani, R.; Habbouchi, A.; Merouani, O.
Source: Self-asserted source
Islam DEBICHA via Scopus - Elsevier
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Preferred source (of 3)‎

Peer review (5 reviews for 4 publications/grants)

Review activity for Computers & security. (1)
Review activity for Information sciences. (1)
Review activity for International journal of machine learning and cybernetics. (2)
Review activity for International journal of machine learning and cybernetics. (1)
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