SFE-GACN: A Novel Unknown Attack Detection Method Using Intra Categories Generation in Embedding Space

Ao Liu, Yunpeng Wang, Tao Li

In the encrypted network traffic intrusion detection, deep learning based schemes have attracted lots of attention. However, in real-world scenarios, data is often insufficient (fe…