JOURNAL ARTICLE

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

Zhengfa LiChuanhe HuangShuhua DengWanyu QiuXieping Gao

Year: 2023 Journal:   Computers & Security Vol: 135 Pages: 103502-103502   Publisher: Elsevier BV
Keywords:
Computer science Intrusion detection system Reinforcement learning Artificial intelligence Machine learning Classifier (UML) Resampling Network security Intrusion Data mining Computer security

Metrics

20
Cited By
8.79
FWCI (Field Weighted Citation Impact)
51
Refs
0.95
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

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

Related Documents

JOURNAL ARTICLE

FSAC-AFedAvg: Federated Soft Actor-Critic Reinforcement Learning-Based Intrusion Detection System with Adaptive Federated Averaging

L. Moung JinXiaoling HanXueying Cui

Journal:   International Journal of Software Engineering and Knowledge Engineering Year: 2025 Pages: 1-30
JOURNAL ARTICLE

Controlled Sensing and Anomaly Detection Via Soft Actor-Critic Reinforcement Learning

Chen ZhongM. Cenk GursoySenem Velipasalar

Journal:   ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Year: 2022
© 2026 ScienceGate Book Chapters — All rights reserved.