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When creating a mathematical model of controlling the behavior of employees in computerized production systems, the issues of building effective software systems for protection against internal attacks, which have features such as flexibility, were considered. In computerized production systems, the management and consolidation of initial data from the registration logs and operating system protocols, data presentation and storage methods are analyzed separately. The architecture of the consolidation system of computerized production is proposed. It is proposed to use digital technology to analyze and synthesize the collected data about the subject's activity in the computerized production system and to build a mathematical model of subjects' behavior based on associative rules. The constructed mathematical model can be visually presented to the administrator of the computerized production system as a network of dependencies, and can also be used to analyze anomalies in the behavior of system participants and to assess the level of potential threat arising from each subject.

  • Ўқишлар сони 75
  • Нашр санаси 05-12-2024
  • Мақола тилиIngliz
  • Саҳифалар сони39-56
English

When creating a mathematical model of controlling the behavior of employees in computerized production systems, the issues of building effective software systems for protection against internal attacks, which have features such as flexibility, were considered. In computerized production systems, the management and consolidation of initial data from the registration logs and operating system protocols, data presentation and storage methods are analyzed separately. The architecture of the consolidation system of computerized production is proposed. It is proposed to use digital technology to analyze and synthesize the collected data about the subject's activity in the computerized production system and to build a mathematical model of subjects' behavior based on associative rules. The constructed mathematical model can be visually presented to the administrator of the computerized production system as a network of dependencies, and can also be used to analyze anomalies in the behavior of system participants and to assess the level of potential threat arising from each subject.

Русский

При создании математической модели управления поведением сотрудников в компьютеризированных производственных системах были рассмотрены вопросы построения эффективных программных систем защиты от внутренних атак, обладающих такими особенностями, как гибкость. В компьютеризированных производственных системах отдельно анализируются управление и консолидация исходных данных из журналов регистрации и протоколов операционной системы, способы представления и хранения данных. Предложена архитектура системы консолидации компьютеризированного производства. Предлагается использовать цифровые технологии для анализа и синтеза собранных данных о деятельности субъекта в компьютеризированной производственной системе и построения математической модели поведения субъектов на основе ассоциативных правил. Построенная математическая модель может быть наглядно представлена администратору компьютеризированной производственной системы в виде сети зависимостей, а также может быть использована для анализа аномалий в поведении участников системы и оценки уровня потенциальной угрозы, исходящей от каждого субъекта.

Ўзбек

Kompyuterlashgan ishlab chiqarish tizimlarida hodimlar hatti-harakatIarini nazoratga olishning matematik modelini yaratishda ichki hujumlardan himoya qilish uchun samarali dasturiy tizimlarni qurish masalalari ko‘rib chiqilgan bo‘lib, moslashuvchanlik kabi xususiyatlarga ega. Kompyuterlashgan ishlab chiqarish tizimlarida ro‘yxatga olish jurnallari va operatsion tizim protokollaridan dastlabki ma’lumotlarni boshqarilishini va konsolidatsiya qilishni, ma’lumotlarni vaqt oraliqida taqdim etish, va saqlash usullari alohida tahlil qilingan. Kompyuterlashgan ishlab chiqarishning konsolidatsiya tizimi arxitekturasi taklif etilgan. Kompyuterlashgan ishlab chiqarish tizimida subyekt faoliyati haqidagi to‘plangan ma’lumotlarni analiz va sintez qilish uchun raqamli texnologiyasini qo‘llash usullari va subyektlar xulq-atvor matematik modelini assotsiativ qoidalar asosida qurish taklif qilingan. Qurilgan matematik modeli kompyuterlashgan ishlab chiqarish tizimi administratoriga vizual tarzda bog‘liqliklar tarmog‘i sifatida taqdim etilishi, shuningdek, tizim ishtirokchilari hatti-harakatlaridagi anomaliyalarni analiz qilishda va har bir subyektdan kelib chiqadigan potentsial tahdid darajasini baholash uchun foydalanilishi mumkin.

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