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Advance Approach for Detection of DNS Tunneling Attack from Network Packets Using Deep Learning Algorithms

Domain Name System (DNS) is a protocol for converting numeric IP addresses of websites into a human-readable form. With the development of technology, to transfer information, a method like DNS tunneling is used which includes data encryption into DNS queries. The ability of the DNS tunneling method...

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Principais autores: Dr. Gopal Sakarkar, Mahesh Kumar H Kolekar, Ketan Paithankar, Gaurav Patil Gaurav, Prateek Dutta, Ruchi Chaturvedi, Shivam Kumar
Formato: Artigo
Idioma:Inglês
Publicado em: Ediciones Universidad de Salamanca 2021-10-01
coleção:Advances in Distributed Computing and Artificial Intelligence Journal
Assuntos:
text classification
machine learning
nlp
lstm
1-d cnn
rnn
gru
dns packet
deep learning
dns tunneling
wireshark
dnscat2
Acesso em linha:https://revistas.usal.es/index.php/2255-2863/article/view/26220
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