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
Student research project(s)
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
Conference paper
Conference paper
Journal article
Conference paper
Toko, T. M. N. N., Bellaïche, M., & Halabi, T. (2024, May). A Game-theoretic Approach for DDoS Attack Mitigation in IIoT Deterministic Networking [Paper]. 2024 IEEE Network Operations and Management Symposium (NOMS 2024), Seoul, Republic of Korea (5 pages).
Erfan, F., Bellaïche, M., & Halabi, T. (2024, July). Efficient Detection of Selfish Mining Attacks on Large-Scale Blockchain Networks [Paper]. IEEE 24th International Conference on Software Quality, Reliability, and Security Companion (QRS-C), Cambridge, United Kingdom.
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).
See all publications (50)
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].
- Alfalqi, K. (2022). Mapping Approach of Emergency Events and Locations Based on Social Networks and Machine Learning [Ph.D. thesis, Polytechnique 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].
- Abbasi, H. (2015). Detecting Specific Types of DDoS Attacks in Cloud Environment by Using Anomaly Detection [Master's thesis, École Polytechnique de Montréal].