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

Shmatko, Olexander; Herasymov, Serhii; Lysetskyi, Yurii; Yevseiev, Serhii; Sievierinov, Оleksandr; Voitko, Tetiana; Zakharzhevskyi, Andrii; Makogon, Helen; Nesterov, Alexander; Bondarenko, Kyrylo

doi:10.15587/1729-4061.2023.293511

Cited by 3 publications

(7 citation statements)

References 20 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…In [17], two-factor authentication is used, when the authorization code is sent through a separate channel. This approach, admittedly, is associated with significant overhead costs associated with both the use of additional channels and the need for additional processing.…”

Section: Fig 1 Example Of Social Connections Of Social Network Agentsmentioning

confidence: 99%

Complex Method of Determining the Location of Social Network Agents in the Interests of Information Operations

Herasymov,

Tkachov,

Bazarnyi

2024

A.I.S.

View full text Add to dashboard Cite

The researcher developed a method for determining the location of social network agents in the interest of conducting an information operation based on a comprehensive approach to data analysis of the information system. The relevance of the method is determined by the need to specify the enemy's target audience in the area of the information operation. Results. The author proposed a complex method for determining the location of social network agents, which is based on the combination of data from the analysis of the social connections of the specified agent, geotags and the time of registration of his friends in the social network, databases of IP addresses and geolocations of social network agents. The advantage of the developed method is the possibility of its application without direct access to the devices of agents of the social network that use the data of global positioning satellite systems. Conclusion. The application of the proposed complex method of determining the location of agents of social networks makes it possible to increase the effectiveness of information operations due to a more accurate definition of the enemy's target audience in the area of operations. The direction of improvement of the developed method can be its integration with complex information systems of psychological influence, as well as the use of machine learning methods and algorithms.

show abstract

Section: Fig 1 Example Of Social Connections Of Social Network Agentsmentioning

confidence: 99%

Complex Method of Determining the Location of Social Network Agents in the Interests of Information Operations

Herasymov,

Tkachov,

Bazarnyi

2024

A.I.S.

View full text Add to dashboard Cite

show abstract

“…To build multi-contour security systems, let's use a threat classifier that takes into account hybridity, synergy and integration of mixed threats with social engineering methods. The practical implementation of the classifier is given in the resource [39], the main stages of the formation of a multi-contour information security system for socio-cyberphysical systems [6,40,41].…”

Section: Materials and Research Methodsmentioning

confidence: 99%

“…Analysis [1][2][3] showed that the use of HCCC provides a significant reduction in the complexity of generating (≈12 times) and decoding (≈20 times) a cryptogram compared to the McEliece crypto-code construction on classical codes. At the same time, HCCC can be built over the GF(2 4 -2 6 ), which allows reducing computational and capacity costs, while resistance is ensured by transmitting damaged text and damage (the "reduction" rules in each plaintext character).…”

Section: Causing Damagementioning

confidence: 99%

“…The lack of other alternative approaches prompts an urgent need to solve the current problem -increasing the security of information in socio-cyberphysical systems based on new approaches unknown to date. This approach requires reformatting the mechanisms for constructing security systems for infrastructure elements and requires taking into account the construction of multi-contour information security systems based on post-quantum algorithms [4][5][6].…”

Section: Introductionmentioning

confidence: 99%

See 1 more Smart Citation

Development of the sociocyberphysical systems` multi-contour security methodology

Milevskyi,

Korol,

Mykytyn

et al. 2024

EEJET

View full text Add to dashboard Cite

The constant increase in the number of threats to the security of critical infrastructure objects, which include socio-cyberphysical systems, leads to a decrease in the quality of security services and the level of security of infrastructure elements. The object of research is the process of building a complex system of protection in socio-cyberphysical systems. The imperfection of the mechanisms for ensuring the security of critical infrastructure objects, which include socio-cyberphysical systems, the technological complexity of identifying new security threats necessitates an urgent need for a radical revision of the current approaches to its provision. So, it becomes clear that the development of a new approach to ensuring the security of information resources in socio-cyberphysical systems is needed. The article proposes a new approach to the methodological foundations of building multi-contour information protection systems with internal and external circuits on each of the platforms of socio-cyberphysical systems. This approach is based on a universal classifier of threats, which takes into account not the technical aspect of threats, but also their integration with social engineering methods, their synergy of hybridity. The sociopolitical influence on the realization of threats is taken into account, and practical mechanisms for providing basic security services based on post-quantum algorithms are also proposed. To provide basic security services in the proposed multi-contour protection system, it is proposed to use post-quantum algorithms – McEliece crypto-code constructions, which provide Perr=10-9–10-12, safe time Tsec=1025–1035 group operations. Within the framework of the proposed approach, the problem of increasing the level of information security has been formalized and further ways of solving it have been determined

show abstract

“…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%

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

View full text Add to dashboard Cite

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

show abstract

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

Cited by 3 publications

References 20 publications

Complex Method of Determining the Location of Social Network Agents in the Interests of Information Operations

Complex Method of Determining the Location of Social Network Agents in the Interests of Information Operations

Development of the sociocyberphysical systems` multi-contour security methodology

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

Contact Info

Product

Resources

About