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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

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

Publications

Recent publications
Conference paper
Engoulou, R.G., Bellaiche, M., Halabi, T. & Pierre, S. (2019). A decentralized reputation management system for securing the internet of vehicles. Paper presented at the International Conference on Computing, Networking and Communications (ICNC 2019), Honolulu, HI, USA (pp. 900-904). Retrieved from https://doi.org/10.1109/ICCNC.2019.8685551
Journal article
Abusitta, A., Bellaiche, M., Dagenais, M. & Halabi, T. (2019). A deep learning approach for proactive multi-cloud cooperative intrusion detection system. Future Generation Computer Systems-the International Journal of Escience, 98, 308-318. Retrieved from https://doi.org/10.1016/j.future.2019.03.043
Journal article
Benbrahim, S.-E., Quintero, A. & Bellaiche, M. (2019). Live Placement of Interdependent Virtual Machines to Optimize Cloud Service Profits and Penalties on SLAs. IEEE Transactions on Cloud Computing, 7(1), 237-249. Retrieved from https://doi.org/10.1109/TCC.2016.2603506
Journal article
Abbasi, H., Ezzati-Jivan, N., Bellaïche, M., Talhi, C. & Dagenais, M.R. (2019). Machine learning-based EDoS attack detection technique using execution trace analysis. Journal of Hardware and Systems Security, 3(2), 164-176. Retrieved from https://doi.org/10.1007/s41635-018-0061-2

Teaching

INF 1005C: Programmation procédurale

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).