Efficient Detection of Malicious Traffic Using a Decision Tree-Based Proximal Policy Optimisation Algorithm: A Deep Reinforcement Learning Malicious Traffic Detection Model Incorporating Entropy - Zhao, Yuntao; Ma, Deao; Liu, Wei (Entropy (Basel, Switzerland), 2024)
Keywords: Accuracy; Algorithms; Classification; Cybersecurity; Cyberterrorism; Data mining; Datasets; Decision making; decision tree proximal policy optimisation; Decision trees; Deep learning; deep reinforcement learning; Denial of service attacks; Efficiency; Entropy; Entropy (Information theory); False alarms; Feature selection; Internet; Intrusion detection systems; Machine learning; malicious traffic detection; Malware; Mathematical optimization; network security; Neural networks; Optimization; Safety and security measures; Support vector machines; entropy; deep reinforcement learning; network security; malicious traffic detection; decision tree proximal policy optimisation