Bondili Sri Harsha Sai Singh, Mohammed Fathima, Thota Teja Mahesh, Mohammad Sameer, Dinesh Kumar Anguraj and Padmanaban Kuppan 2024. A Constructive Model for Cyber-Attack Prediction Using Efficient Weighted Bi-Directional Learning Approaches. International Journal of Communication Networks and Information Security (IJCNIS). 16, 1 (Apr. 2024). DOI:https://doi.org/10.17762/ijcnis.v16i1.6472.