DGA domain detection and botnet prevention using Q-learning for POMDP

DGA domain detection and botnet prevention using Q-learning for POMDP

An effective method for preventing the operation of computer network nodes for organizing a botnet is proposed. A botnet is a collection of devices connected via the Internet for the purpose of organizing DDoS attacks, stealing data, sending spam and other malicious actions. The described method imp...

Full description

Bibliographic Details
Main Authors: Y. V. Bubnov, N. N. Ivanov
Format: Article
Language:Russian
Published: Educational institution «Belarusian State University of Informatics and Radioelectronics» 2021-03-01
Series:Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki
Subjects:
domain generation algorithm
computer network security
recurrent neural network
partially observable markov decision process
q-learning
Online Access:https://doklady.bsuir.by/jour/article/view/3039

Internet

https://doklady.bsuir.by/jour/article/view/3039

Similar Items