Prof. Soumaya Cherkaoui
Professeure titulaire au Département de génie informatique et de génie logiciel, Polytechnique Montréal. Lire la biographie complète, les recherches et les publications…
Professeure titulaire au Département de génie informatique et de génie logiciel, Polytechnique Montréal. Lire la biographie complète, les recherches et les publications…

A postdoctoral fellow at Polytechnique Montreal, specializing in reinforcement learning, physical layer security, cognitive radio networks (CRN), and energy harvesting.
My research focuses on developing novel approaches and algorithms to enhance the performance and de la sécurité of wireless communication systems, with a particular emphasis on applying reinforcement learning techniques

Postdoctoral Fellow at Polytechnique Montréal. Currently investigating novel resource allocation techniques for 6G terrestrial and non-terrestrial networks. My research interests include Non-orthogonal Multiple Access (NOMA), Massive Multiple-Input Multiple-Output (mMIMO), Reconfigurable Intelligent Surfaces (RIS), and Integrated Sensing and Communication (ISAC).

Postdoctoral Fellow at École Polytechnique Montréal, focusing on efficient resource allocation for intelligent reconfigurable surface-assisted integrated terrestrial and non-terrestrial networks. My broader research interests include Cognitive Radio Networks (CRN), Device-to-Device (D2D) communication, Wireless Sensor Networks (WSN), Industrial IoT, coexistence of enhanced Mobile Broadband (eMBB) and Ultra-Reliable Low-Latency Communications (URLLC), Intelligent Reconfigurable Surfaces (IRSs), Matching Theory, and Terahertz (THz) communications.

A postdoctoral fellow at Ecole Polytechnique Montreal. My research interests include 5G/6G systems and resource allocations for next generation Non Terrestrial Networks (NTN).


PHD.CANDIDATE
I am working on secure and efficient communication technologies for Beyond 5G and 6G wireless networks. My research focuses on enhancing the security of O-RAN architectures through the application of machine learning and post-quantum cryptography.

PHD.CANDIDATE
In my reserach, I have been actively exploring the application of AI in the telecommunications sector. My focus centers on the intelligent optimization de la revue resource allocation in Open Radio Access Networks, employing ML et quantum algorithms.

PHD.CANDIDATE
In my research, I focus on enhancing anomalies detection in the propagation of 5G network using the Quantum Machine Learning.

PHD.CANDIDATE
I thrive to devise novel Artificial Intelligence (AI) techniques for instilling more reliability and self-adaptation of beyond 5G/6G wireless networks.

PHD.CANDIDATE
My work lies at the intersection of cybersecurity et network security, with a current focus on developing cryptographic methods resilient to quantum-era threats.

PHD.STUDENT
My research interests encompass ML, privacy-aware federated learning, et quantum computing. Currently, I’m interested in exploring how quantum computing can be leveraged to enhance distributed learning.

PHD.STUDENT
Je suis cybersecurity specialist with telecommunication background. My research focuses on exploring the world of quantum machine learning to detect network anomalies.

PHD.CANDIDATE
Je participe à un projet de recherche captivant où nous exploitons l’apprentissage automatique quantique pour détecter les anomalies du réseau, ouvrant ainsi de nouvelles possibilités pour une sécurité réseau améliorée.

Boursier de l'UPIR de Polytechnique UPIR scholarship pour la recherche en apprentissage automatique. Mon projet de recherche portera surl'optimisation de la détection des mauvais comportement dans les réseaux véhiculaires.

J'étudie actuellement le génie logiciel à Polytechnique Montréal. Mon projet de recherche portera sur la détection des comportements anormaux dans les réseaux véhiculaires.

Je poursuis actuellement mon master en génie informatique à Polytechnique MontréalJe suis passionné par la façon dont les télécommunications, l'IoT, le DevOps et le ML peuvent se conjuguer pour créer des systèmes intelligents, sécurisés et fiables.