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  • Formulation of the problem of route planning for goods delivery taking into account transportation safety

    The relevance of the scientific work, the purpose of which is to set the task of planning routes for the delivery of valuable goods, is based on the existence of a significant demand for the delivery goods with the participation of specialized transport companies. It is proposed for the graph model of the transport network to create matrices that affect the complex assessment of traffic between all nodes of the route depending on the time of day and day of the week, and the experience of the personnel accompanying the goods. Integrated assessment evaluation includes cost, duration and safety of delivery. The result of the solution of the problem is the traffic route of delivery that meets the criterias.

    Keywords: route planning problem, shortest path problem, transportation safety, graph model

  • The approach of clustering threats to information security of enterprises

    As a result of the implementation of threats to information security, enterprises suffer significant material and reputational losses. The paper suggests a methodologyAs a result of the implementation of threats to information security, enterprises suffer significant material and reputational losses. The paper suggests an approach to conducting a cluster analysis of information security threats, which allows to obtain groups of similar threats and to identify the possibility of reducing the damage from their implementation. The data on the realized threats are analyzed by using different clustering methods for a different number of clusters in order to share the threats in the best possible way. Realized threats are described by the damage that arose from the implementation of the threat and the duration of the elimination of the consequences of the threat. Clustering allows you to identify common characteristics of threats in each group. Analysis of the resulting breakdown of a variety of information security threats into clusters will allow separating threats into groups with the identification of those threats, the implementation of which leads to the most negative consequences and causes the greatest material damage. Thus, security specialists of the enterprise can take measures to protect information, direct efforts to provide protection from threats with the greatest negative consequences. The proposed approach to the clustering of threats to information security made it possible to analyze the enterprise protection system, identify approaches to reduce losses from vulnerability, and identify ways to improve the level of protection. for conducting a cluster analysis of information security threats, which allows to obtain groups of similar threats and to identify the possibility of reducing the damage from their implementation. The data on the realized threats are analyzed by using different clustering methods for a different number of clusters in order to share the threats in the best possible way. Realized threats are described by the damage that arose from the implementation of the threat and the duration of the elimination of the consequences of the threat. Clustering allows you to identify common characteristics of threats in each group. Analysis of the resulting breakdown of a variety of information security threats into clusters will allow separating threats into groups with the identification of those threats, the implementation of which leads to the most negative consequences and causes the greatest material damage. Thus, security specialists of the enterprise can take measures to protect information, direct efforts to provide protection from threats with the greatest negative consequences. The proposed approach to the clustering of threats to information security made it possible to analyze the enterprise protection system, identify approaches to reduce losses from vulnerability, and identify ways to increase the level of protection.

    Keywords: information security, the threat of information security, the damage from the implementation of the threat of information security, cluster analysis