[HTML][HTML] BS-SCRM: a novel approach to secure wireless sensor networks via blockchain and swarm intelligence techniques

J Xiao, C Li, Z Li, J Zhou - Scientific Reports, 2024 - nature.com
In this paper, we present a novel Secure Clustering Routing Method based on Blockchain
and Swarm Intelligence (BS-SCRM) for Wireless Sensor Networks (WSNs), which serves as …

Quantized Hierarchical Federated Learning: A Robust Approach to Statistical Heterogeneity

SM Azimi-Abarghouyi, V Fodor - arXiv preprint arXiv:2403.01540, 2024 - arxiv.org
This paper presents a novel hierarchical federated learning algorithm within multiple sets
that incorporates quantization for communication-efficiency and demonstrates resilience to …

Hierarchical over-the-air federated learning with awareness of interference and data heterogeneity

SM Azimi-Abarghouyi, V Fodor - arXiv preprint arXiv:2401.01442, 2024 - arxiv.org
When implementing hierarchical federated learning over wireless networks, scalability
assurance and the ability to handle both interference and device data heterogeneity are …