Martine Bellaïche
B.Sc., M.Sc. (Montréal), Ph.D (Montréal)
Associate Professor
Department of Computer Engineering and Software Engineering
Department of Computer Engineering and Software Engineering
Research interests and affiliations
Research interests
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Network security
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Prevention and detection attack
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Performance evaluation and metric of defense system against attack
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Defense against Denial of Service (DDoS)
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Sensor network security
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Vehicular network security
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Cloud Computing Security
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Internet of thing Security
Affiliation(s)
Expertise type(s) (NSERC subjects)
- 2507 Communications systems
- 2508 Communications networks
- 2713 Algorithms
Publications
Recent publications
Journal article
Conference paper
Journal article
Journal article
Alghamdi, R., & Bellaïche, M. (2023). An ensemble deep learning based IDS for IoT using Lambda architecture. Cybersecurity, 6(1), 17 pages.
Seifi, S., Beaubrun, R., Bellaïche, M., & Halabi, T. A Study on the Efficiency of Intrusion Detection Systems in IoT Networks [Paper]. 2023 International Conference on Computer, Information and Telecommunication Systems (CITS 2023), Genoa, Italy (8 pages).
Alghamdi, R., & Bellaïche, M. (2022). A Cascaded Federated Deep Learning Based Framework For Detecting Wormhole Attacks in IoT Networks. Computers & Security, 125, 17 pages.
Alfalqi, K., & Bellaïche, M. (2022). An Emergency Event Detection Ensemble Model Based on Big Data. Big Data and Cognitive Computing, 6(2), 18 pages.
See all publications (46)
Teaching
INF 1005C: Programmation procédurale
INF1005B: Programmation procédurale en VBA
INF 1010: Programmation orientée objet
INF 1600: Architecture des micro-ordinateurs
INF 2010: Structures de données et algorithmes
Supervision at Polytechnique
COMPLETED
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Ph.D. Thesis (5)
- Alfalqi, K. (2022). Mapping Approach of Emergency Events and Locations Based on Social Networks and Machine Learning [Ph.D. thesis, Polytechnique Montréal].
- Alghamdi, R. (2022). Intrusion Detection System for Internet of Things with Deep Learning [Ph.D. thesis, Polytechnique Montréal].
- Abusitta, A. (2018). Theoretical and Applied Foundations for Intrusion Detection in Single and Federated Clouds [Ph.D. thesis, École Polytechnique de Montréal].
- Halabi, T. (2018). Security in Cloud Computing: Evaluation and Integration [Ph.D. thesis, École Polytechnique de Montréal].
- Benbrahim, S.-E. (2016). Migrations en temps réel des machines virtuelles interdépendantes [Ph.D. thesis, École Polytechnique de Montréal].
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Master's Thesis (6)
- Abbasi, H. (2015). Detecting Specific Types of DDoS Attacks in Cloud Environment by Using Anomaly Detection [Master's thesis, École Polytechnique de Montréal].
- Bonguet, A. (2015). Déni-de-service: Implémentation d'attaques XML-DOS et évaluation des défenses dans l'infonuagique [Master's thesis, École Polytechnique de Montréal].
- Adegbindin, M. M. A. (2013). Un algorithme constructif efficace pour le problème de coloration de graphe [Master's thesis, École Polytechnique de Montréal].
- Engoulou, R. (2013). Sécurisation des VANETS par la méthode de réputation des noeuds [Master's thesis, École Polytechnique de Montréal].
- Benbrahim, S.-E. (2011). Défense contre l'attaque d'analyse de trafic dans les réseaux de capteurs sans fil (WSN) [Master's thesis, École Polytechnique de Montréal].
- Ben Amor, H. (1997). Résolution du problème de découpe unidimensionnelle par une méthode de génération de colonnes [Master's thesis, École Polytechnique de Montréal].
