9 February، 2026
Diploma Research by ” Marwah Arshad Saadoun ” Department of Computer Science

Discussion of the Diploma Research in the College of Computer Science and Mathematics -Department of Computer Science entitled: Detecting Cyberattacks by Link Analysis
supervised by Dr. Ibraheem Mohammed Ahmed Al-Haleema
The thesis addressed the problem of detecting cyberattacks, particularly phishing attacks, through the analysis of malicious and benign URLs. .
The study addressed the use of deep learning and contextual language models to analyze URL structures and extract meaningful patterns for accurate cyberattack detection. .
The study aims to . design and implement an intelligent system capable of detecting phishing and cyberattacks with high accuracy while reducing false positives and improving cybersecurity defenses.
The discussion committee consists of
Asst. Prof. Dr. Bassim Mohammed Ahmed (Chairman)
Asst. Prof. Tareq Mohammed (Member)
Dr. Ibraheem Mohammed Ahmed Al-Haleema (Member and Supervisor)





