Application of the formal model for describing processes of adaptive information security in computer-aided systems

Нестерук, Филипп Геннадьевич; Nesteruk, L. G.; Nesteruk, G. F.

doi:10.1134/s000511790903014x

Cited by 3 publications

(2 citation statements)

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“…The approach "network nervous system" is considered in [14]. In [15] a programming of an adaptive information protection system is reduced to specifying of information fields of neural networks.…”

Section: Related Workmentioning

confidence: 99%

Creation of a Fuzzy Knowledge Base for Adaptive Security Systems

Nesteruk

Kotenko

2014

2014 22nd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing

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To design next generation adaptive security systems the powerful intelligent components should be developed. The paper describes the fuzzy knowledge base specifying relationships between threats and protection mechanisms by Mathworks MATLAB Fuzzy Logic Toolbox. The goal is to increase the effectiveness of the system reactions by minimization of neural network weights. We demonstrate a technique for creation of a fuzzy knowledge base to improve the system protection via rules monitoring and correction.Keywords-adaptive security system, adaptive security rules, fuzzy knowledge base, MATLAB Fuzzy Logic Toolbox.

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Section: Related Workmentioning

confidence: 99%

Creation of a Fuzzy Knowledge Base for Adaptive Security Systems

Nesteruk

Kotenko

2014

2014 22nd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing

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“…Такие системы строятся на биосистемных аналогиях между эволюцией биосистем и систем информационных технологий. В качестве перспективного метода разработки систем информационной безопасности (ИБ) рассматривается использование подобия механизмов защиты информационных процессов биосистем в искусственных системах [5].…”

Section: основы организации адаптивных систем защиты информацииunclassified

Building Adaptive Information Security Systems

Ozhiganova

Kalita

Tishchenko

2020

NBIT

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Over the past few decades, there has been a tendency to minimize the participation of the human factor in various production and other processes. This process is implemented through the mass introduction of automated systems (as). Human-machine complexes are currently the most common and productive model of activity. At the current stage of technology development, the process of automating human activity is only an intermediate link on the way to eliminating human intervention. This area is most relevant for systems that pose a potential and real threat to human health and life (for example, manufacturing plants) or systems that are threatened by humans (for example, transport systems). The second group includes the sphere of information security. The paper considers the basics of the organization of adaptive information protection systems, their application areas for information protection and methods of building models of adaptive information protection systems in the context of their application for protection against leakage through technical channels. The authors propose a generalized model of the adaptive information protection system against leakage through technical channels.

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