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В данной работе проведен анализ особенностей обнаружения вторжений в IoT. Разработаны требования к СОВ в IoT. Проведены систематизация и анализ применимости актуальных подходов к многоагентному обучению с подкреплением для создания СОВ в IoT. Разработан подход к построению СОВ в IoT на базе обучения с подкреплением на основе разработанных требований. Разработана СОВ в IoT на базе многоагентного обучения с подкреплением. Проведено экспериментальное исследование.
This paper analyzes the features of intrusion detection in IoT. Developed requirements for IDS in IoT. The systematization and analysis of the applicability of relevant approaches to multi-agent reinforcement learning to create IDS in IoT. An approach to building an IDS in IoT based on reinforcement learning based on the developed requirements has been developed. Developed IDS in IoT based on multi-agent reinforcement learning. An experimental study has been carried out.
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