Algebraic approach on fuzzy control

Sokolov, Alexander

doi:10.1016/s1474-6670(17)56917-7

Cited by 2 publications

(4 citation statements)

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“…2), which allows to assert the presence of a data leak in the information transmission channel. The formulated conclusions about the physical justification of the results obtained do not contradict similar conclusions obtained by other authors about the possibility of detecting data leaks in information systems [2][3][4][5][6][7][8][9][10][11][12][13][14][15][16][17][18]. The algorithm for searching for the associative dependence of control features for quickly identifying the presence of a data leak should be constantly used during the operation of the information transmission channel.…”

Section: Discussion Of the Results Of Developing A Methods For Synthe...supporting

confidence: 76%

“…The conducted analysis [2,3,5] shows that expert methods and the method based on the calculation of the correlation between the characteristics are most often used to determine the dependence between the characteristics [5][6][7][8][9][10][11][12][13][14][15][16][17][18].…”

Section: Literature and Problem Statementmentioning

confidence: 99%

“…A significant number of information leakage signs complicates the control process and leads to additional economic costs for the use of control equipment. At the same time, the effectiveness of identifying data leakage channels largely depends on the experience of the technical means` operator [3]. Thus, ensuring the efficiency of control of information leakage channels requires minimization of control signs and automation of the control process.…”

Section: Introductionmentioning

confidence: 99%

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Development of a method for synthesizing an information-analytical system for assessing the level of information transmission channels protection

Shmatko,

Yevseiev,

Dudykevych

et al. 2024

EEJET

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The object of the study is the process of ensuring security during data transmission through information channels. To ensure high-quality indicators of information transmission channels protection, it is necessary to periodically monitor and, when detected, close possible data leakage channels. The effectiveness of measures to protect transmission channels depends on the quality of checking the presence of possible, valid or hidden, data leakage channels. A significant number of signs of information leakage complicates the control process and leads to additional economic costs for the use of control equipment. Therefore, it is necessary to develop a method of synthesis of an information-analytical system for assessing the level of transmission channels protection. It is proposed to develop such a method on the basis of determining the dependence between control signs of the presence of information leakage channels. The proposed method allows to ensure the necessary level of security. The basis of the method for synthesis of the information-analytical system for assessing the level of information transmission channels protection is the equation of the associative connection between the control features. The presence of a connection between control signs indicates the presence of information leakage channels. This is due to the loss of characteristics (for example, voltage or signal strength) of the useful information flow due to the redistribution of data during transmission. The benefit from the application of the obtained results depends on the number of discovered and, accordingly, closed channels of information leakage. Implementation of the proposed method allows to automate the process of finding a data leak in transmission channels. The given research results can be useful in the development of software for expert decision-making systems based on the formation of knowledge bases about the relationship between control features. Implementation of the obtained results will increase the reliability and security of information transmission channels

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Section: Discussion Of the Results Of Developing A Methods For Synthe...supporting

confidence: 76%

Section: Literature and Problem Statementmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

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Development of a method for synthesizing an information-analytical system for assessing the level of information transmission channels protection

Shmatko,

Yevseiev,

Dudykevych

et al. 2024

EEJET

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show abstract

“…This decision depends on the method of identifying the channel of information leakage (technical channels of information leakage), the means of information leakage (technical means of espionage), the software speed of information transmission, and the information dissemination program. When solving such a problem, the time required to determine the threat and methods of influence to eliminate it is also calculated [4].…”

Section: Development Of a Structural Diagram Of Infor Mation Exchange...mentioning

confidence: 99%

Development of the automated decision-making system synthesis method in the management of information security channels

Shmatko,

Herasymov,

Lysetskyi

et al. 2023

EEJET

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In the process of transmission channels functioning, the results of the work of bodies for detecting and blocking information leakage channels are not sufficiently taken into account. Management of information protection channels is actually the collection and display of data followed by the assignment of influence on each information channel separately and is carried out in manual mode. In decision support systems, the tasks of identifying information leakage channels are not solved. There is a contradiction between the requirements for the automation of the management of information protection channels and the possibility of meeting these requirements at the expense of the available automation tools. Classical theory considers the decision-making process as a choice of one of many alternatives. The development of rational forms and methods of managing information protection channels should prevent threats and challenges. Therefore, the object of research is the process of ensuring security during data transmission through information channels. The main threats and challenges are man-made and natural cataclysms, terrorism, aggression by a number of states or individual groups of people, which are not taken into account in the complex in the decision-making system during the management of information protection channels. A structural diagram of information exchange based on the description of a weakly formalized process under conditions of non-stochastic uncertainty is proposed. It is proposed to use the logical-linguistic production model. For a hierarchically organized structure based on classification features, it is proposed to build a hierarchy tree that takes into account the relationships of partially ordered sets. The formed production rules for determining appropriate strategies for the planned detection of information leakage channels based on predicted values allow to proceed to knowledge processing for the synthesis of an automated decision-making system during the management of protection channels

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Algebraic approach on fuzzy control

Cited by 2 publications

References 0 publications

Development of a method for synthesizing an information-analytical system for assessing the level of information transmission channels protection

Development of a method for synthesizing an information-analytical system for assessing the level of information transmission channels protection

Development of the automated decision-making system synthesis method in the management of information security channels

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