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Martine Bellaïche
B.Sc., M.Sc. (Montréal), Ph.D (Montréal)

Phone: (514) 340-4711 Ext. 4679 Fax: (514) 340-5139 Room: M-3414

Research interests and affiliations

Research interests
  • Network security

  • Prevention and detection attack

  • Performance evaluation and metric of defense system against attack

  • Defense against Denial of Service (DDoS)

  • Sensor network security

  • Vehicular network security

  •  Cloud Computing Security

  •  Internet of thing Security

Expertise type(s) (NSERC subjects)
  • 2507 Communications systems
  • 2508 Communications networks
  • 2713 Algorithms

Publications

Recent publications
Journal article
Alfalqi, K. & Bellaiche, M. (2022). An Emergency Event Detection Ensemble Model Based on Big Data. Big Data and Cognitive Computing, 6(2), 18 pages. Retrieved from https://doi.org/10.3390/bdcc6020042
Journal article
Alghamdi, R. & Bellaiche, M. (2022). Evaluation and Selection Models for Ensemble Intrusion Detection Systems in IoT. IoT, 3(2), 285-314. Retrieved from https://doi.org/10.3390/iot3020017
Conference paper
Alghamdi, R. & Bellaiche, M. (2021). A Deep Intrusion Detection System in Lambda Architecture Based on Edge Cloud Computing for IoT. Paper presented at the 4th International Conference on Artificial Intelligence and Big Data (ICAIBD 2021), Chengdu, China (pp. 561-566). Retrieved from https://doi.org/10.1109/ICAIBD51990.2021.9458974
Conference paper
Alfalqi, K. & Bellaiche, M. (2021). IoT-Based Disaster Detection Model Using Social Networks and Machine Learning. Paper presented at the 4th International Conference on Artificial Intelligence and Big Data (ICAIBD 2021), Chengdu, China (pp. 92-97). Retrieved from https://doi.org/10.1109/ICAIBD51990.2021.9458964

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

  • Ph.D. Thesis (3)

    • Abusitta, A. (2018). Theoretical and Applied Foundations for Intrusion Detection in Single and Federated Clouds (Ph.D. Thesis, École Polytechnique de Montréal). Retrieved from https://publications.polymtl.ca/3714/
    • Halabi, T. (2018). Security in Cloud Computing: Evaluation and Integration (Ph.D. Thesis, École Polytechnique de Montréal). Retrieved from https://publications.polymtl.ca/3199/
    • Benbrahim, S.-E. (2016). Migrations en temps réel des machines virtuelles interdépendantes (Ph.D. Thesis, École Polytechnique de Montréal). Retrieved from https://publications.polymtl.ca/2093/
  • 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). Retrieved from https://publications.polymtl.ca/1916/
    • 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). Retrieved from https://publications.polymtl.ca/1995/
    • Adegbindin, M.M.A. (2013). Un algorithme constructif efficace pour le problème de coloration de graphe (Master's Thesis, École Polytechnique de Montréal). Retrieved from https://publications.polymtl.ca/1136
    • Engoulou, R. (2013). Sécurisation des VANETS par la méthode de réputation des noeuds (Master's Thesis, École Polytechnique de Montréal). Retrieved from https://publications.polymtl.ca/1100
    • 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). Retrieved from https://publications.polymtl.ca/655
    • Ben Amor, H. (1997). Résolution du problème de découpe unidimensionnelle par une méthode de génération de colonnes (Master's Thesis, École Polytechnique de Montréal).

News about Martine Bellaïche

NEWS | June 22, 2021
Discovery grants: Polytechnique Montréal obtains nearly $3,9 million for research programs | Read