Packet-Level and Flow-Level Network Intrusion Detection Based on Reinforcement Learning and Adversarial Training

Powered by advances in information and internet technologies, network-based applications have developed rapidly, and cybersecurity has grown more critical. Inspired by Reinforcement Learning (RL) success in many domains, this paper proposes an Intrusion Detection System (IDS) to improve cybersecurit...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Bin Yang, Muhammad Haseeb Arshad, Qing Zhao
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2022-11-01
Цуврал:	Algorithms
Нөхцлүүд:	reinforcement learning intrusion detection convolutional neural network generative adversarial network
Онлайн хандалт:	https://www.mdpi.com/1999-4893/15/12/453
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!