Posts tagged with: Outstanding Paper Award for IEEE Transactions on Industrial Informatics

Network Traffic Fingerprinting for IIoT Device Identification: A Survey

Authors: Chuan Sheng, Wei Zhou, Qing-Long Han, Wanlun Ma, Xiaogang Zhu, Sheng Wen, and Yang Xiang
Extended abstract:
Knowing which devices are connected to an industrial network is a foundation for securing the Industrial Internet of Things (IIoT). Industrial environments bring together diverse Internet of Things (IoT) …

A Novel Data Augmentation Method Based on Denoising Diffusion Probabilistic Model for Fault Diagnosis Under Imbalanced Data

Authors: Xiongyan Yang; Tianyi Ye; Xianfeng Yuan; Weijie Zhu; Xiaoxue Mei; Fengyu Zhou
Abstract:
Imbalanced data present a notable challenge in intelligent fault diagnosis, as the scarcity of fault samples often results in biased learning and reduced diagnostic accuracy. Conventional approaches, such as cost-sensitive learning, resampling, and …