Neural network technologies for information systems security

被引：0

作者：

Avedyan, Eduard ^{[1
]}

Galushkin, Alexander ^{[2
]}

Pantiukhin, Dmitry ^{[3
]}

机构：

[1] Fed State Autonomous Res Inst CITIS, Dept Adv Technol & Res, Moscow, Russia

[2] Fed State Autonomous Res Inst CITIS, Lab Intelligent Control Dev Ind Complexes, Moscow, Russia

[3] Moscow Inst Phys & Technol, Dept Intelligent Informat Syst & Technol, Moscow, Russia

来源：

2014 SEVENTH IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE FOR SECURITY AND DEFENSE APPLICATIONS (CISDA) | 2014年

关键词：

information; system; security; multilayer; neural; network; CMAC; CMAC;

D O I：

暂无

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

This article presents the results of neural network technologies that are used and can be used in the information systems security. It focuses on two paradigms of neural networks: multilayer neural network and the Cerebellar Model Articulation Controller (the CMAC neural network).

引用

页码：54 / 58

页数：5

共 50 条

[1] Network and information systems security - Foreword
Cuppens, F
Debar, H
Bertino, E
[J]. ANNALES DES TELECOMMUNICATIONS-ANNALS OF TELECOMMUNICATIONS, 2006, 61 (3-4): : 242 - 244
[2] Siamese neural network for intelligent information security control in multi-robot systems
Utkin L.V.
Zaborovsky V.S.
Popov S.G.
[J]. Automatic Control and Computer Sciences, 2017, 51 (8) : 881 - 887
[3] Application Model of Modern Artificial Neural Network Methods for the Analysis of Information Systems Security
Demidov, R. A. Z.
Pechenkin, A. I.
Zegzhda, P. D.
Kalinin, M. O.
[J]. AUTOMATIC CONTROL AND COMPUTER SCIENCES, 2018, 52 (08) : 965 - 970
[4] IntelITSIS 2021 intelligent information technologies & systems of information security 2021
Hovorushchenko, Tetiana
Savenko, Oleg
Popov, Peter
Lysenko, Sergii
[J]. CEUR Workshop Proceedings, 2021, 2853
[5] Industrial network technologies and related information systems
Mariño, P
Hernández, H
Domínguez, MA
Poza, F
Machado, F
Vázquez, F
[J]. CCCT 2003, VOL 1, PROCEEDINGS: COMPUTING/INFORMATION SYSTEMS AND TECHNOLOGIES, 2003, : 64 - 69
[6] Issues of security and network security in health care information systems
Patel, A
Kantzavelou, I
[J]. TOWARDS SECURITY IN MEDICAL TELEMATICS: LEGAL AND TECHNICAL ASPECTS, 1996, 27 : 216 - 223
[7] Neural network architecture of information systems
Obukhov, A. D.
Krasnyansky, M. N.
[J]. VESTNIK UDMURTSKOGO UNIVERSITETA-MATEMATIKA MEKHANIKA KOMPYUTERNYE NAUKI, 2019, 29 (03): : 438 - 455
[8] Neural Network Model for Information Security Incident Forecasting
Katasev, Alexey S.
Emaletdinova, Lilia Yu.
Kataseva, Dina V.
[J]. 2018 INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING, APPLICATIONS AND MANUFACTURING (ICIEAM), 2018,
[9] Application of neural networks in network control and information security
Grediaga, Angel
Ibarra, Francisco
Garcia, Federico
Ledesma, Bernardo
Brotons, Francisco
[J]. ADVANCES IN NEURAL NETWORKS - ISNN 2006, PT 3, PROCEEDINGS, 2006, 3973 : 208 - 213
[10] Neural Network: Predator, Victim, and Information Security Tool
Betelin, V. B.
Galatenko, V. A.
Kostiukhin, K. A.
[J]. OPTICAL MEMORY AND NEURAL NETWORKS, 2022, 31 (04) : 323 - 332

← 1 2 3 4 5 →