Research of Adaptive Neuro-Fuzzy Network Algorithms ANFIS for Solving the Problem of Network Attack Identification

Research of Adaptive Neuro-Fuzzy Network Algorithms ANFIS for Solving the Problem of Network Attack Identification

At the moment, the pace of change in the nature of cybersecurity incidents necessitates the modification of existing algorithms for identifying attacks in intrusion detection systems in such a way that a quick response to new types of attacks is carried out. Modern algorithms for data mining allow b...

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Bibliographic Details
Main Authors: Denis Parfenov, Irina Bolodurina, Lyubov Zabrodina, Artur Zhigalov
Format: Article
Language:Russian
Published: The Fund for Promotion of Internet media, IT education, human development «League Internet Media» 2020-11-01
Series:Современные информационные технологии и IT-образование
Subjects:
fuzzy neural network
network attacks
knowledge bases
fuzzy rules
anfis
error back propagation algorithm
Online Access:http://sitito.cs.msu.ru/index.php/SITITO/article/view/682

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