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
Conference paper
Conference paper
Alfalqi, K., & Bellaïche, M. (2025). An Automated Mapping Approach of Emergency Events and Locations Based on Object Detection and Social Networks. International Journal of Advanced Computer Science and Applications, 16(2), 20-35.
Erfan, F., Yahyatabar Arabi, M. E., Bellaïche, M., & Halabi, T. (2024, December). Advanced Smart Contract Vulnerability Detection Using Large Language Models [Paper]. 8th Cyber Security in Networking Conference (CSNet 2024), Paris, France.
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.
See all publications (52)
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].
