A proposed Adaptive Pre-Encryption Crypto-Ransomware Early Detection Model. - Umara Urooj; Mohd. Aizani Bin Maarof; Bander Ali Saleh Al-rimy (CRC, 2021)

Addressing Behavioral Drift in Ransomware Early Detection Through Weighted Generative Adversarial Networks. - Umara Urooj; Bander Ali Saleh Al-Rimy; Anazida Binti Zainal; Faisal Saeed; Abdelzahir Abdelmaboud; Wamda Nagmeldin (IEEE Access, 2024)