A soft actor-critic reinforcement learning algorithm for network intrusion detection

Zhengfa Li; Chuanhe Huang; Shuhua Deng; Wanyu Qiu; Xieping Gao

doi:10.1016/j.cose.2023.103502

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A soft actor-critic reinforcement learning algorithm for network intrusion detection

Zhengfa Li Chuanhe Huang Shuhua Deng Wanyu Qiu Xieping Gao

Year: 2023 Journal: Computers & Security Vol: 135 Pages: 103502-103502 Publisher: Elsevier BV

DOI: 10.1016/j.cose.2023.103502

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Keywords:

Computer science Intrusion detection system Reinforcement learning Artificial intelligence Machine learning Classifier (UML) Resampling Network security Intrusion Data mining Computer security

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Network Security and Intrusion Detection

Physical Sciences → Computer Science → Computer Networks and Communications

Advanced Malware Detection Techniques

Physical Sciences → Computer Science → Signal Processing

Anomaly Detection Techniques and Applications

Physical Sciences → Computer Science → Artificial Intelligence

A soft actor-critic reinforcement learning algorithm for network intrusion detection

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