754 citations
- University of TorontoCA25 papers
- University of WaterlooCA12 papers
- University of OttawaCA11 papers
- National Research Council CanadaCA10 papers
- V.E. Lashkaryov Institute of Semiconductor PhysicsUA8 papers
- The University of OsakaJP6 papers
- Western UniversityCA6 papers
- Ericsson (Canada)CA5 papers
- Queen's UniversityCA5 papers
- Abiola Ajimobi Technical University IbadanNG4 papers
- Imperial College LondonGB4 papers
- Lawrence Berkeley National LaboratoryUS4 papers
159 papers
A Comparative Study of Graph Neural Network Layer Selection for Interaction Modelling in Driving Trajectory Prediction
George Daoud, Mohamed El-Darieby
Autonomous driving systems rely on precise trajectory prediction to plan safe and efficient movement. Graph Neural Networks (GNNs) have become a promising approach for modelling sp…
Robust Ensemble of Selectively Strengthened and Augmented Predictors
Parsa Memarzadehsaghezi, Zahra Hashemi, Pooria Madani +1
Evasion attacks present a significant challenge to the robustness of machine learning (ML)-based classifiers, particularly in critical applications such as fraud detection and cybe…
SecRL-Prune: Structured Reinforcement Learning-Based Pruning of CodeLLMs for Preserving Adversarial Code Mutation
Parsa Memarzadehsaghezi, Pooria Madani, Khalil El-Khatib
Large code language models (CodeLLMs) can generate and rewrite programs, enabling functionality-preserving code mutation that may be used to create diverse malware variants and eva…
Towards Resilient Intrusion Detection in CubeSats: Challenges, TinyML Solutions, and Future Directions
Yasamin Fayyaz, Li Yang, Khalil El-Khatib
CubeSats have revolutionized access to space by providing affordable and accessible platforms for research and education. However, their reliance on Commercial Off-The-Shelf (COTS)…
Do Privacy Policies Match with the Logs? An Empirical Study of Privacy Disclosure in Android Application Logs
Zhiyuan Chen, Love Jayesh Ahir, Ahmad Suleiman +4
Privacy policies are intended to inform users about how software systems collect and handle data, yet they often remain vague or incomplete. This paper presents an empirical study…
Electroactive morphing effects on the aerodynamic performance through wobulation around an A320 wing with vibrating trailing edge at high Reynolds number
C. Rouaix, C. Jiménez-Navarro, M. Carvalho +9
This study aims to investigate the effects of electroactive morphing on a 70cm chord A320 wing by means of near trailing edge slight deformation and vibration. Wing morphing is per…