The objective of this project is to design a privacy-preserving data sharing system that allows secure data exchange without exposing sensitive personal information. The system ensures confidentiality, controlled access, and compliance with data privacy principles during data sharing.
Study fundamentals of data privacy, personal data protection, and privacy-preserving techniques.
Analyze common risks involved in data sharing such as unauthorized access and data leakage.
Design system architecture supporting controlled data access.
Implement user authentication and role-based access control.
Apply data masking or anonymization techniques before data sharing.
Encrypt sensitive data during storage and transmission.
Design consent management mechanisms for data owners.
Implement logging and auditing of data access activities.
Test the system using simulated multi-user data sharing scenarios.
Evaluate system effectiveness in preserving privacy while maintaining usability.
Document system architecture, privacy controls, and limitations.
