Federated Learning-based Information Leakage Risk Detection for Secure Medical Internet of Things

T Wang, T Tang, Z Cai, K Fang, J Tian, J Li… - ACM Transactions on …, 2024 - dl.acm.org
The Medical Internet of Things (MIoT) requires extreme information and communication
security, particularly for remote consultation systems. MIoT's integration of physical and …

Modified Masking-Based Federated Singular Value Decomposition Method for Fast Anomaly Detection in Smart Grid Systems

Z Yiming, X Fang, O Hordiichuk-Bublivska, H Beshley… - Energies, 2023 - mdpi.com
The digitalization of production in smart grids entails challenges related to data collection,
coordination, privacy protection, and anomaly detection. Machine learning techniques offer …

The Modified Approach to Internet of Things Data Transmission Based on a Combined Neural Network Autoencoder

L Globa, V Kurdecha, S Ushakov - International scientific and practical …, 2022 - Springer
With the appearance of the Internet of Things (IoT) systems, the problem of processing and
efficiently transmitting data has attracted increased attention due to the need to work in real …

Energy-Aware Dynamic Offloading over IoT-based Mobile Edge Networks

R Saxena, S Gupta - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
In this research, we look at the challenge of scheduling jobs in a software-defined fog-IoT
network while keeping latency and energy consumption in mind. We suggest the potent …