Department of Computer Engineering and Software Engineering
New Frontiers in Information and Communication Technologies
Modeling and Artificial Intelligence Sustainable Transport and Infrastructures
Research interests and affiliations
- Intelligent transportation systems
- Computer networks
- Connected autonomous vehicles
- Cybersecurity
- Adversarial machine learning
- Autonomous cyber operations
- Blockchain
- Federated learning
- Reinforcement learning
- Risk analysis
- 2700 INFORMATION TECHNOLOGY
- 2710 Information systems design
- 2800 ARTIFICIAL INTELLIGENCE (Computer Vision, use 2603)
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
Education
- Bachelor's degree in electrical engineering, Polytechnique Montréal, Canada
- Master's degree in computer and software engineering, networking, Polytechnique Montréal, Canada
- Ph.D. in computer and software engineering, Polytechnique Montréal, Canada
