42 citations · 46 across the 4 of their papers we have counts for
4 papers
Federated Learning for Cyber Physical Systems: A Comprehensive Survey
Minh K. Quan, Pubudu N. Pathirana, Mayuri Wijayasundara +5
The integration of machine learning (ML) in cyber physical systems (CPS) is a complex task due to the challenges that arise in terms of real-time decision making, safety, reliabili…
Quantum-Inspired Genetic Algorithm for Robust Source Separation in Smart City Acoustics
Minh K. Quan, Mayuri Wijayasundara, Sujeeva Setunge +1
The cacophony of urban sounds presents a significant challenge for smart city applications that rely on accurate acoustic scene analysis. Effectively analyzing these complex sounds…
Quantum-Enhanced Transformers for Robust Acoustic Scene Classification in IoT Environments
Minh K. Quan, Mayuri Wijayasundara, Sujeeva Setunge +1
The proliferation of Internet of Things (IoT) devices equipped with acoustic sensors necessitates robust acoustic scene classification (ASC) capabilities, even in noisy and data-li…
HierSFL: Local Differential Privacy-aided Split Federated Learning in Mobile Edge Computing
Minh K. Quan, Dinh C. Nguyen, Van-Dinh Nguyen +3
Federated Learning is a promising approach for learning from user data while preserving data privacy. However, the high requirements of the model training process make it difficult…