Web Attack Payload Identification and Interpretability Analysis Based on Graph Convolutional Network

Author:

Xu Yijia1,Fang Yong1,Liu Zhonglin1

Affiliation:

1. Cyber Science and Engineering College Sichuan University,Chengdu,Sichuan,China

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference43 articles.

1. Locate-Then-Detect: Real-time Web Attack Detection via Attention-based Deep Neural Networks;tianlong;IJCAI,2019

2. Exploiting edge features for graph neural networks;liyu;Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition,0

3. A novel architecture for web-based attack detection using convolutional neural network;adem;Computers & Security,2021

4. On node features for graph neural networks;chi thang;ArXiv Preprint,2019

5. Model uncertainty based annotation error fixing for web attack detection;xinyu;Journal of Signal Processing Systems,2021

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