IEEE

Filter-Based Adaptive Model Pruning for Efficient Incremental Learning on Edge Devices

Abstract: Incremental Learning (IL) enhances Machine Learning (ML) models over time with new data, ideal for edge devices at the forefront of data collection. However, executing IL on edges faces ...
IEEE

An Explainable and Privacy-Preserving Federated Learning Model for Threat Detection in Cyber-Physical-Social Systems

Abstract: Cyber-physical-social systems (CPSS), the technological backbone of infrastructures such as energy, aerospace, transportation, and human-centric applications, are increasingly prone to ...