Arta, Y., Samuri, S.M. and Syafitri, N. 2025. Enhancing Intrusion Detection System Performance Using Reinforcement Learning : A Fairness-Aware Comparative Study on NSL-KDD and CICIDS2017 . Journal of Applied Engineering and Technological Science (JAETS). 7, 1 (Dec. 2025), 197–210.