Non-Contrastive Learning-based Behavioural Biometrics for Smart IoT Devices. - Oshan Jayawardena; Fariza Rashid; Suranga Seneviratne (Q2SWinet, 2023)

Phishing URL detection generalisation using Unsupervised Domain Adaptation. - Fariza Rashid; Ben Doyle; Soyeon Caren Han; Suranga Seneviratne (Comput. Networks, 2024)

LLMs are one-shot URL classifiers and explainers. - Fariza Rashid; Nishavi Ranaweera; Ben Doyle; Suranga Seneviratne (Comput. Networks, 2025)