A Feature Selection Based DNN for Intrusion Detection System. - Li-Hua Li; Ramli Ahmad; Wen-Chung Tsai; Alok Kumar Sharma (IMCOM, 2021)

An Improved Intrusion Detection Systems using BGAN. - Ramli Ahmad; Li-Hua Li; Alok Kumar Sharma (ICCE-TW, 2022)

Boundary-Seeking GAN Approach to Improve Classification of Intrusion Detection Systems Based on Machine Learning Model. - Ramli Ahmad; Li-Hua Li; Alok Kumar Sharma; Radius Tanone (IMCOM, 2023)

STB: synthetic minority oversampling technique for tree-boosting models for imbalanced datasets of intrusion detection systems. - Li-Hua Li; Ramli Ahmad; Radius Tanone; Alok Kumar Sharma (PeerJ Comput. Sci., 2023)