A Payload Based Malicious HTTP Traffic Detection Method Using Transfer Semi-Supervised Learning

Malicious HTTP traffic detection plays an important role in web application security. Most existing work applies machine learning and deep learning techniques to build the malicious HTTP traffic detection model. However, they still suffer from the problems of huge training data collection cost and l...

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Principais autores:	Tieming Chen, Yunpeng Chen, Mingqi Lv, Gongxun He, Tiantian Zhu, Ting Wang, Zhengqiu Weng
格式:	Artigo
語言:	Inglês
出版:	MDPI AG 2021-08-01
叢編:	Applied Sciences
主題:	malicious traffic detection HTTP payload Data augmentation Transfer learning semi-supervised learning
在線閱讀:	https://www.mdpi.com/2076-3417/11/16/7188
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