IDS for industrial applications: A federated learning approach with active personalization
Internet of Things (IoT) is a concept adopted in nearly every aspect of human life, leading to
an explosive utilization of intelligent devices. Notably, such solutions are especially …
an explosive utilization of intelligent devices. Notably, such solutions are especially …
Semi-federated learning: An integrated framework for pervasive intelligence in 6G networks
In cellular-based federated learning (FL), the base station (BS) is only used to aggregate
parameters, which incurs a waste of computing resources at the BS. In this paper, a novel …
parameters, which incurs a waste of computing resources at the BS. In this paper, a novel …
Data-Similarity Based Integrated Federated and Centralized Learning for 6G Communications
It is commonly believed that 6G will be established on ubiquitous artificial intelligence (AI).
Federated learning is recognized as one of the vital solutions for 6G intelligent applications …
Federated learning is recognized as one of the vital solutions for 6G intelligent applications …