Can I read 2020 16th International Conference on Computational Intelligence and Security (CIS) on EtoBox?

2020 16th International Conference on Computational Intelligence and Security (CIS) by Chen, Yang (author);Li, XiaoYong (author) is a nonfiction available to read on EtoBox.

What is 2020 16th International Conference on Computational Intelligence and Security (CIS) about?

Domain Name System (DNS) is a key protocol and service used on the Internet. It is responsible for converting domain names into IP addresses. DNS tunnel is a method of encoding data of other programs or protocols in DNS query and response. Previous studies usually need to extract a large number of features manually and train the classifier of DNS tunnel detection by feature engineering. In this paper, a new framework for DNS tunnel detection is proposed, which can automatically extract features, including long short-term memory (LSTM) language model with attention mechanism and gated recurrent unit (GRU) language model with attention mechanism. Finally, a single-level classifier based on a character-level convolutional neural network (Char-CNN) is proposed. The results show that the LSTM and GRU language models based on attention mechanism and the algorithm of character-level convolution neural network achieve high accuracy and near-zero false positives.

Who reads 2020 16th International Conference on Computational Intelligence and Security (CIS)?

Author

Chen, Yang (author);Li, XiaoYong (author)

Publisher

IEEE

Published

2020

Language

EN

Category

nonfiction