UNSW-NB15数据集是一个用于网络入侵检测系统(NIDS)研究和评估的大型数据集,以下是对该数据集的详细介绍: 什么是UNSW-NB15数据集? UNSW-NB15数据集由澳大利亚新南威尔士大学(UNSW)发布,旨在提供一个全面的网络活动数据集,用于测试和评估网络入侵检测系统。该数据集包含了2,540,044条记录,分为正常和异常(攻击)网络...
Additionally, freely available datasets this paper uses, UNSW NB15 dataset, popular IDS technologies, and the advantages and disadvantages of certain IDS are extensively covered. Deep learning (DL), a subset of machine learning (ML), excels in intrusion detection and is based on very accurate, ...