Device Scheduling and Assignment in Hierarchical Federated Learning for Internet of Things

T Zhang, KY Lam, J Zhao - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
Federated learning (FL) is a promising machine learning approach for Internet of Things
(IoT), but it has to address network congestion problems when the population of IoT devices …

Web 3.0 security: Backdoor attacks in federated learning-based automatic speaker verification systems in the 6G era

Y Wu, J Chen, T Lei, J Yu, MS Hossain - Future Generation Computer …, 2024 - Elsevier
With the advent of Next-Generation Web 3.0 and the integration of 6G technologies, digital
industrial applications are undergoing unprecedented transformations. Among these, the …

Multi-task and multi-stage commodity sorting algorithm for distributed e-commerce logistics system

L Gao, H Yang, K Gu - Available at SSRN 4793886, 2024 - papers.ssrn.com
With the increasing scale of e-commerce and logistics, factors such as the types, quantities,
and volumes of goods sorted in logistics have made the sorting process more difficult. A …