Data and model poisoning backdoor attacks on wireless federated learning, and the defense mechanisms: A comprehensive survey

Y Wan, Y Qu, W Ni, Y Xiang, L Gao… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Due to the greatly improved capabilities of devices, massive data, and increasing concern
about data privacy, Federated Learning (FL) has been increasingly considered for …

Fault diagnosis of pressure relief valve based on improved deep Residual Shrinking Network

H Yin, H Xu, W Fan, F Sun - Measurement, 2024 - Elsevier
Pressure relief valves are widely used in hydraulic systems but often fail when operating in
harsh environments. Developing effective and robust fault diagnosis models is essential for …

Failure Analysis in Next-Generation Critical Cellular Communication Infrastructures

S Bi, X Yuan, S Hu, K Li, W Ni, E Hossain… - arXiv preprint arXiv …, 2024 - arxiv.org
The advent of communication technologies marks a transformative phase in critical
infrastructure construction, where the meticulous analysis of failures becomes paramount in …

[HTML][HTML] Motor fault diagnosis based on composite multi-scale weighted reverse slope entropy and neighborhood preserving embedding

S Li, J Zhang, Y Li, J Zhang, B Zhu - Journal of Measurements in …, 2024 - extrica.com
The motors are critical components of the electromechanical transmission in vehicles, and
its operating status directly affects the maneuverability of vehicles. To quickly and accurately …

Microstructural Hierarchy Descriptor Enabling Interpretative AI for Microelectronic Failure Analysis

Z Huang, Z Liao, K Zheng, X Zeng… - EDFA Technical …, 2024 - dl.asminternational.org
This article proposes the MicroStructural Hierarchy Descriptor (µSHD) as a systematic and
quantitative approach to spectra and image data in microelectronics failure analysis. It …

[PDF][PDF] Application of the analytical hierarchy process to evaluate hype AI technologies

D Dosyn, O Karyy, I Novakivskyi, M Gvozd, Y Kis… - 2024 - ceur-ws.org
The current topic of research on the implementation of hype technologies in the field of
Artificial Intelligence (AI) is considered. An overview of the prospects for the intensive …