基于对比增量学习的细粒度恶意流量分类方法

王一丰, 郭渊博, 陈庆礼, 方晨, 林韧昊, 周永良… - 通信 …, 2023 - infocomm-journal.com
method is efficient in known, few-shot and unknown malicious classes, and has greatly reduced
the forgetting speed of old knowledge in incremental learningintrusion detection system)…

[PDF][PDF] 基于多特征融合自动编码器的增量式入侵检测①

张碧洪, 夏海霞, 张宇, 高志刚 - csa.org.cn
intrusion detection algorithms do not classify old category data with high accuracy due to
catastrophic forgetting of old knowledge, this study proposes an incremental intrusion detection