Abstract

Phishing attacks pose significant risks to cybersecurity, affecting individuals, organizations, and the digital ecosystem. This research presents a browser extension designed to detect phishing websites using advanced algorithms and real-time analysis techniques. Key features include URL analysis, content examination, and reputation checks, enabling timely warnings for users when accessing suspicious sites. The study covers requirement analysis, design, implementation, testing, and user feedback, demonstrating its effectiveness in mitigating phishing risks and enhancing online security.