Application of fuzzy logic for information security risk analysis
| Jazyk: | ruština |
|---|---|
| Rok vydání: | 2023 |
| Předmět: |
neuro-fuzzy logic
information security пÑомÑÑленнÑй ÐнÑеÑÐ½ÐµÑ Ð²ÐµÑей industrial Internet of things оÑенка ÑиÑков инÑоÑмаÑионной безопаÑноÑÑи нейÑо-неÑÑÑÐºÐ°Ñ Ð»Ð¾Ð³Ð¸ÐºÐ° инÑоÑмаÑÐ¸Ð¾Ð½Ð½Ð°Ñ Ð±ÐµÐ·Ð¾Ð¿Ð°ÑноÑÑÑ information security risk assessment |
| DOI: | 10.18720/spbpu/3/2023/vr/vr23-827 |
| Popis: | Тема вÑпÑÑкной квалиÑикаÑионной ÑабоÑÑ: «ÐÑименение неÑеÑкой логики Ð´Ð»Ñ Ð°Ð½Ð°Ð»Ð¸Ð·Ð° ÑиÑков инÑоÑмаÑионной безопаÑноÑÑи».ЦелÑÑ ÑабоÑÑ ÑвлÑеÑÑÑ Ð¿Ð¾Ð²ÑÑение ÑоÑноÑÑи оÑенки ÑиÑков инÑоÑмаÑионной безопаÑноÑÑи в ÑеÑÑÑ Ð¿ÑомÑÑленного ÐнÑеÑнеÑа веÑей. ÐÑедмеÑом иÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ ÑвлÑеÑÑÑ ÑеÑÑ Ð¿ÑомÑÑленного ÐнÑеÑнеÑа веÑей. ÐадаÑи, ÑеÑаемÑе в Ñ Ð¾Ð´Ðµ иÑÑледованиÑ:ÐÑÑледование оÑобенноÑÑей ÑеÑей пÑомÑÑленного ÐнÑеÑнеÑа веÑей.Ðнализ ÑовÑеменнÑÑ Ð¸ÑÑледований в облаÑÑи оÑенки ÑиÑков инÑоÑмаÑионной безопаÑноÑÑи пÑомÑÑленного ÐнÑеÑнеÑа веÑей.РазÑабоÑка меÑода оÑенки ÑиÑков инÑоÑмаÑионной безопаÑноÑÑи в пÑомÑÑленном ÐнÑеÑнеÑе веÑей на оÑнове нейÑо-неÑÑÑкой логики.ÐкÑпеÑименÑалÑнÑе иÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ ÑазÑабоÑанной модели.Ð Ñ Ð¾Ð´Ðµ ÑабоÑÑ Ð±Ñла иÑÑледована аÑÑ Ð¸ÑекÑÑÑа ÑеÑи пÑоизводÑÑвенного Ñикла авÑомобилеÑÑÑÐ¾ÐµÐ½Ð¸Ñ Ð½Ð° авÑомобилÑном заводе Nissan. ÐÑли пÑоанализиÑÐ¾Ð²Ð°Ð½Ñ ÑиÑки подвеÑженноÑÑи компÑÑÑеÑнÑм аÑакам даннÑÑ ÑеÑей.Ð ÑезÑлÑÑаÑе ÑабоÑÑ Ð±Ñло ÑазÑабоÑано ÑÑедÑÑво оÑенки ÑиÑков подвеÑженноÑÑи компÑÑÑеÑнÑм аÑакам ÑеÑи пÑомÑÑленного ÐнÑеÑнеÑа веÑей, бÑла пÑодемонÑÑÑиÑована ÑÑÑекÑивноÑÑÑ ÑÑедÑÑва. ÐÑл Ñделан вÑвод, ÑÑо безопаÑноÑÑÑ ÑеÑей пÑомÑÑленного ÐнÑеÑнеÑа веÑей мало изÑÑена.ÐолÑÑеннÑе ÑезÑлÑÑаÑÑ Ð¼Ð¾Ð³ÑÑ Ð±ÑÑÑ Ð¸ÑполÑÐ·Ð¾Ð²Ð°Ð½Ñ Ð´Ð»Ñ Ð¾Ñенки ÑÑÐ¾Ð²Ð½Ñ Ð±ÐµÐ·Ð¾Ð¿Ð°ÑноÑÑи и ÑÑепени подвеÑженноÑÑи ÑиÑÐºÑ ÑиÑÑем пÑомÑÑленного ÐнÑеÑнеÑа веÑей. The topic of the graduate qualification work is « Application of fuzzy logic for information security risk analysis».The aim of the work is to improve the accuracy of information security risk assessment in industrial Internet of Things networks. The subject of the study is the industrial Internet of Things network. Tasks to be solved in the course of the study:Study of the features of industrial Internet of things networks.Analysis of modern research in the field of risk assessment of information security of the industrial Internet of things.Development of a method for assessing information security risks in the industrial Internet of things based on neuro-fuzzy logic.Experimental studies of the developed model.In the course of the work, the network architecture of the automotive production cycle at the Nissan automobile plant was investigated. The risks of exposure to computer attacks on these networks were analyzed.The work resulted in development of a tool for assessing the risks of exposure to computer attacks in the Industrial Internet of Things network was developed, and the effectiveness of the tool was demonstrated. It was concluded that the security of industrial Internet of Things networks has been little studied.The results could be used to assess the level of security and risk exposure of industrial Internet of Things systems. |
| Databáze: | OpenAIRE |
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