International Research Journal of Education and Technology

Websites now gather a lot of user data in the digital age, frequently without clear disclosure or express authorization. Significant privacy issues are associated with this approach, such as the possibility of sensitive personal data being exploited, data breaches, and illegal tracking. A comprehensive tool that offers real-time insights into website data collection activities, Privacy Risk Detector was created to address these issues. This tool examines cookies, tracking scripts, data requests, and third-party integrations using sophisticated methods like deep packet inspection, machine learning, and heuristic analysis. It is accessible as a browser plugin and as a stand-alone web application.In order to assess compliance and identify potential infractions, the Privacy Risk Detector classifies gathered data (such as location information, browsing patterns, and personal identifiers) and compares it with well-known privacy laws like the CCPA and GDPR. It gives each website a privacy risk score, presents comprehensive tracking statistics, and makes suggestions for improving privacy, such as limiting cookies and removing scripts. The tool's user-friendly design encourages openness and moral data practices while giving consumers the ability to take charge of their digital footprint .Privacy Risk Detector raises awareness of online privacy threats and promotes responsible data handling by website operators by providing users with actionable insights and privacy protection solutions. This project is a big step toward protecting data, improving digital privacy, and promoting a more transparent environment .

Key Words: Privacy Protection , Data Collection Analysis , Real-Time Monitoring ,  Browser Extension , Machine Learning , GDPR & CCPA Compliance , Tracking Scripts , Privacy Risk Score , Cybersecurity Awareness , Digital Footprint Protection.