An Improved CNN-LSTM Algorithm for Detection of DGA Domain Name

Author:

Qi Guorong1ORCID,Mao Jian1ORCID

Affiliation:

1. College of Computer Engineering, Jimei University, China

Funder

Xiamen Science and Technology Subsidy Project

Publisher

ACM

Reference14 articles.

1. YADAV S et al. 2012. Detecting algorithmically generated domain-flux attacks with DNS traffic analysis IEEE ACM Trans Netw 20 (April 2012) 1663-1677.

2. SHI Y,CHEN G,Ll J T, 2018. Malicious domain name detection based on extreme machine learning, Neural Process Lett,48 (January 2018).1347-1357,

3. HOCHREITER S, SCHMIDHUBER J, 1997. “Long short-term memory”, Neu. Comp, 9 (April 1997). 1735-1780,

4. QIAO Y C, , 2019. DGA domain name classification method based on long short-term memory with attention mechanism. App. Scie. 9(April 2019). 4205.

5. Y J, , 2019. Comparison of DGA domain detection models using deep learning, Comp. Scie.,46 (August 2019). 111-115.

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