Research on Webshell Detection Based on Semantic Analysis and Text-CNN

Author:

Cheng Kefei1,Wang Huidi1,Hu Guangjun2,Zhang Liang1,Chen Jinghao3,Luo Wei3

Affiliation:

1. Cyberspace Security and Information Chongqing University of Posts and Telecommunications,Chongqing,China

2. First Research Institute of The Ministry of Public Security of PRC,Offensive and defensive laboratory,Beijing,China

3. Chongqing Public Security Bureau Network security corps,Chongqing,China

Funder

Chongqing Municipal Education Commission

Publisher

IEEE

Reference15 articles.

1. Lightgbm: A highly efficient gradient boosting decision tree;ke;Advances in neural information processing systems,2017

2. A novel multivariate filter method for feature selection in text classification problems

3. Long Short-Term Memory

4. Improved sentence modeling using suffix bidirectional Istm;brahma;ArXiv Preprint,2018

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