A master's thesis at the College of Computer Science and Information Technology, University of Basrah, was titled "Cyber Attacks Detection Systems for IOI Using Deep Learning."
The thesis, submitted by student Zainab Hani Hadi, aimed to evaluate performance using the following metrics: Accuracy, Recall, Precision, and F1-score.
The thesis included the design of a data-driven intrusion detection system using machine learning (ML) and deep learning (DL) techniques, focusing on improving detection accuracy and reducing false positive rates.
