… In this paper, we addressed the problem of adding a lightweight security and privacy
algorithm that could be used within the FL ecosystem. In particular, we targeted IoHT-powered …

… at the edge of the network created additional burdens on the … IoT networks have enhanced
network performance in terms … Hence, the overall network performance in terms of communi…

… network G and an edge-enhancement network EEN. In this section, we describe the architectures
of both networks … introduced edge consistency loss ( L e d g e _ c s t ) in addition to L i …

… in the network to enhance network performance and improve resource utilization efficiency.
Thus, an … In addition, we use 200 testing samples to test the performance, and the results are …

… In addition, edge computing can also provide basic service … its network performance and
verification performance. To estimate … Facing the increasing network scale and data volume, the …

… edges and adding “missing” edges that could exist in the original graph can benefit GNN
performance… uses these insights to improve node classification performance in two inference …

… its broad spectrum of applications adding intelligence to real-life … on improving residual
energy of the nodes in the network, … Network throughput and latency are important for real-time …

… in addition to running things at the edge, … increasing level of autonomy that we expect for
devices and for the 6G communication networks, we need to further extend the energy efficiency …

… In addition, it should be noted that the exactly used network model could be slightly different
… How to reduce the complexity of the model to make it suitable for the ever-increasing network…

… In addition, comparing the results in Tables II and III, it is noted that the … of collisions and
improve network throughput as well. This was especially important for edge IoT applications …