Phishing URL Detection Using Machine Learning

• Language: Python, Machine Learning, Next.js, React
• Github URL: Project Link
• Documentation: Report Link

- The project "Phishing URL Detection Using Machine Learning" utilizes machine learning algorithms to identify and examine phishing URLs, presenting real-time insights through a user-friendly dashboard. The system scans and logs URL details including domain, IP address, model prediction, and detection date. It integrates with the VirusTotal API for further analysis, and an interactive map locates hosting IP addresses.

- The report covers project elements like client needs, design, implementation, testing, and ethical concerns regarding phishing detection and data privacy. It ends by discussing the system's advantages and limitations, as well as future work to enhance performance and adapt to cybersecurity advancements.