Improving Machine Learning Robustness via Adversarial Training. - Long Dang; Thushari Hapuarachchi; Kaiqi Xiong; Jing Lin (ICCCN, 2023)

Nonlinear Transformations Against Unlearnable Datasets. - Thushari Hapuarachchi; Jing Lin; Kaiqi Xiong; Mohamed Rahouti; Gitte Ost (CoRR, 2024)

SDN-Based False Data Detection With Its Mitigation and Machine Learning Robustness for In-Vehicle Networks. - Long Dang; Thushari Hapuarachchi; Kaiqi Xiong; Yi Li (ICCCN, 2025)

Securing Traffic Sign Recognition Systems in Autonomous Vehicles. - Thushari Hapuarachchi; Long Dang; Kaiqi Xiong (ICCCN, 2025)

Advancing ensemble learning against unlearnable data. - Thushari Hapuarachchi; Kaiqi Xiong (Neurocomputing, 2025)