Mathematical Model for Determining the Degree of Propensity to Be Exposed to Cybercrime
Objective. The aim of the study is to develop a mathematical model for determining the relationship between cyber victimhood and the character traits inherent in victims of cyber fraud. The article describes the features of cyber fraud based on the psychological aspects of influence on the victim.Me...
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| Format: | Article |
| Language: | Russian |
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Dagestan State Technical University
2025-04-01
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| Series: | Вестник Дагестанского государственного технического университета: Технические науки |
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| Online Access: | https://vestnik.dgtu.ru/jour/article/view/1702 |
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| _version_ | 1849410152425324544 |
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| author | I. V. Karpasyuk A. I. Karpasyuk |
| author_facet | I. V. Karpasyuk A. I. Karpasyuk |
| author_sort | I. V. Karpasyuk |
| collection | DOAJ |
| description | Objective. The aim of the study is to develop a mathematical model for determining the relationship between cyber victimhood and the character traits inherent in victims of cyber fraud. The article describes the features of cyber fraud based on the psychological aspects of influence on the victim.Method. The study is based on statistical methods related to determining the relationship between the degree of susceptibility to cyber crimes and the level of manifestation of the character traits of victims identified in the form of corresponding quantitative characteristics according to the Cattell test.Result. A method is proposed for determining the coefficients that set the relative weights for the degree of manifestation of factors in the task of identifying susceptibility to a particular cyber crime. A mathematical model is proposed for assessing the level of cyber victimhood of a respondent in relation to a specific cyber crime depending on the magnitude of numerical values describing the personal characteristics studied using the Cattell test. The model introduces a numerical indicator that determines the criterion for the degree of susceptibility of the respondent to the cyber crime in question. Based on statistical data, the level of cyber victimization was calculated in terms of types of cyber fraud, such as phishing, vishing, online shopping fraud, for respondents who can be classified as victims and resistors of the relevant cyber crimes based on a set of personal characteristics.Conclusion. The correspondence of the obtained numerical characteristics describing the level of cyber victimization of the respondent, his qualitative belonging to the number of victims or resistors for each type of cyber fraud was demonstrated. |
| format | Article |
| id | doaj-art-8523c0a71abe43859ebe9bbbb7415c49 |
| institution | Kabale University |
| issn | 2073-6185 2542-095X |
| language | Russian |
| publishDate | 2025-04-01 |
| publisher | Dagestan State Technical University |
| record_format | Article |
| series | Вестник Дагестанского государственного технического университета: Технические науки |
| spelling | doaj-art-8523c0a71abe43859ebe9bbbb7415c492025-08-20T03:35:14ZrusDagestan State Technical UniversityВестник Дагестанского государственного технического университета: Технические науки2073-61852542-095X2025-04-01521879610.21822/2073-6185-2025-52-1-87-96959Mathematical Model for Determining the Degree of Propensity to Be Exposed to CybercrimeI. V. Karpasyuk0A. I. Karpasyuk1Astrakhan State Technical UniversityAstrakhan State Technical UniversityObjective. The aim of the study is to develop a mathematical model for determining the relationship between cyber victimhood and the character traits inherent in victims of cyber fraud. The article describes the features of cyber fraud based on the psychological aspects of influence on the victim.Method. The study is based on statistical methods related to determining the relationship between the degree of susceptibility to cyber crimes and the level of manifestation of the character traits of victims identified in the form of corresponding quantitative characteristics according to the Cattell test.Result. A method is proposed for determining the coefficients that set the relative weights for the degree of manifestation of factors in the task of identifying susceptibility to a particular cyber crime. A mathematical model is proposed for assessing the level of cyber victimhood of a respondent in relation to a specific cyber crime depending on the magnitude of numerical values describing the personal characteristics studied using the Cattell test. The model introduces a numerical indicator that determines the criterion for the degree of susceptibility of the respondent to the cyber crime in question. Based on statistical data, the level of cyber victimization was calculated in terms of types of cyber fraud, such as phishing, vishing, online shopping fraud, for respondents who can be classified as victims and resistors of the relevant cyber crimes based on a set of personal characteristics.Conclusion. The correspondence of the obtained numerical characteristics describing the level of cyber victimization of the respondent, his qualitative belonging to the number of victims or resistors for each type of cyber fraud was demonstrated.https://vestnik.dgtu.ru/jour/article/view/1702cyber fraudcybervictimizationphishingvishingstenskettell testcharacter traitsvictimdegree of exposure to cybercrime |
| spellingShingle | I. V. Karpasyuk A. I. Karpasyuk Mathematical Model for Determining the Degree of Propensity to Be Exposed to Cybercrime Вестник Дагестанского государственного технического университета: Технические науки cyber fraud cybervictimization phishing vishing stens kettell test character traits victim degree of exposure to cybercrime |
| title | Mathematical Model for Determining the Degree of Propensity to Be Exposed to Cybercrime |
| title_full | Mathematical Model for Determining the Degree of Propensity to Be Exposed to Cybercrime |
| title_fullStr | Mathematical Model for Determining the Degree of Propensity to Be Exposed to Cybercrime |
| title_full_unstemmed | Mathematical Model for Determining the Degree of Propensity to Be Exposed to Cybercrime |
| title_short | Mathematical Model for Determining the Degree of Propensity to Be Exposed to Cybercrime |
| title_sort | mathematical model for determining the degree of propensity to be exposed to cybercrime |
| topic | cyber fraud cybervictimization phishing vishing stens kettell test character traits victim degree of exposure to cybercrime |
| url | https://vestnik.dgtu.ru/jour/article/view/1702 |
| work_keys_str_mv | AT ivkarpasyuk mathematicalmodelfordeterminingthedegreeofpropensitytobeexposedtocybercrime AT aikarpasyuk mathematicalmodelfordeterminingthedegreeofpropensitytobeexposedtocybercrime |