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Ranwa Al-Mallah
B.eng. (Poly), M.A.Sc. (Poly), Ph.D. (Poly)

Phone: (514) 340-4711 Ext. 3915 Fax: (514) 340-5139 Room: M-6011
Primary sphere of excellence in research
New Frontiers in Information and Communication Technologies
Google Scholar ResearchGate LinkedIn
Student research project(s)

Research interests and affiliations

Research interests
  • Intelligent transportation systems
  • Computer networks
  • Connected autonomous vehicles
  • Cybersecurity
  • Adversarial machine learning
  • Autonomous cyber operations 
  • Blockchain
  • Federated learning
  • Reinforcement learning
  • Risk analysis
Expertise type(s) (NSERC subjects)
  • 2700 INFORMATION TECHNOLOGY
  • 2710 Information systems design
  • 2800 ARTIFICIAL INTELLIGENCE (Computer Vision, use 2603)

Publications

Recent publications

Biography

I am an Associate Professor in cybersecurity at Polytechnique Montréal, Québec, Canada. I have completed my Bachelor and Master’s degree at Polytechnique Montréal in 2008 and I specialized in Telecommunications and Networking. In 2018, I earned my Ph.D. in Computer Engineering from the Department of Computer and Software Engineering at Polytechnique Montréal. My research on vehicular networks and traffic safety and efficiency applications led to my thesis: Traffic congestion analysis via connected vehicles. I apply secure, robust and resilient artificial intelligence techniques to solve problems on cyber physical systems running on critical infrastructure. My work is published in top-ranked peer-reviewed journals and I have collaborated with known scientists on high-impact research projects. I have over eight years of industry experience in IT and telecommunications project management.

Teaching

  • Object-Oriented Analysis and Design
  • Computer Network Design
  • Artificial Intelligence in Cybersecurity
  • Networks and Security
  • Procedural programming in MATLAB
  • Cybersecurity of critical infrastructure
  • Software development project