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

12 Apr 2020Ao LiuGuangquan XuDexiang ZhouXi ZhengJianting NingRui WangHao WangHong-Ning DaiXiaojiang Du

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 (few-shot), which leads to various deviations between the models prediction and the ground truth... (read more)

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