Optimization of security information and event management (SIEM) infrastructures, and events correlation/regression analysis for optimal cyber security posture

AT Ehis - Archives of Advanced Engineering Science, 2023 - ojs.bonviewpress.com
This work integrates logical and physical security processes, and simplifies the
manageability of the security infrastructure. The process increases visibility to resources …

面向WSN 异常节点检测的融合重构机制与对比学习方法

叶苗, 程锦, 黄源, 蒋秋香, 王勇 - 通信学报, 2024 - infocomm-journal.com
针对无线传感器网络(WSN) 异常检测中的自监督学习异常检测方法需要解决负例样本信息表示
单一缺乏多样性和提取WSN 节点采集到的多模态数据时空特征不够充分影响异常检测性能的 …

Fusion reconstruction mechanism and contrast learning method for WSN abnormal node detection.

YE Miao, C Jin, H Yuan, J Qiuxiang… - Journal on …, 2024 - search.ebscohost.com
To tackle the defects of self-supervised learning anomaly detection methods for wireless
sensor network (WSN) need to address the problems of single negative sample types and …

Data-Centric AI: Tabular Data Synthesis with Deep Generative Models

AX Wang - 2024 - openaccess.wgtn.ac.nz
Because of its wide range of applications, generative artificial intelligence (Generative AI)
has received a lot of attention in academia and industry. Despite significant advances in …