NUR SYAQILA BINTI MOHD RAZALI UNIVERSITI PERTAHANAN NASIONAL MALAYSIA (UPNM)
This project aims to develop the CyberScore System, which is a web-based self-assessment system that focuses on user behavior with a specific focus on the phishing threat. The main problem identified is that most existing cyber awareness initiatives are still theoretical, do not assess actual user behavior and rarely provide clear personal feedback on individual risk levels. Accordingly, the objective of this study is to design and delvelop a system that can record and evaluate cybersecurity behavior through questionnaires and challenges, develop a rule-based scoring engine and display the score, level and ranking of users in real time. This study uses a Prototype Development Model that involves a phase of requirements gathering and analysis, quick design, building a prototype , initial user evaluation and refinement before full system development is implemented. Development results show that the CyberScore prototype works stably, is able to combine questionnaire and challenge scores into a single CyberScore value and displays colored levels, badges and ranking charts that help users understand their behavioral strengths and weaknesses. Indirectly, this system also increases user interest in cybersecurity learning through interactive elements and gamification.