基于联邦学习和时空特征融合的网络入侵检测方法
王立红,刘新倩,李静,冯志全

Network intrusion detection method based on federated learning and spatiotemporal feature fusion
Lihong WANG,Xinqian LIU,Jing LI,Zhiquan FENG
表 3 联邦和集中式学习的准确率和F1分数
Tab.3 Accuracy and F1 score with federated or centralized learning
数据集A/%F1/%
联邦集中联邦集中
CIC-IDS201899.0099.0899.0199.14
NSL-KDD97.6497.8867.7968.12
UNSW-NB1575.2877.4273.7176.36