Development of a privacy-preserving data anonymization and de-anonymization system
Table Of Contents
- 1.Introduction - Background and Motivation - Objectives and Scope
- 2.Literature Review - Overview of Data Anonymization Techniques - Privacy-Preserving De-anonymization Methods
- 3.System Architecture and Design - Data Anonymization Module - De-anonymization Framework - Privacy Preservation Mechanisms
- 4.Implementation and Methodology - Data Preprocessing and Anonymization Algorithms - Secure De-anonymization Protocols
- 5.Evaluation and Testing - Performance Metrics and Evaluation Criteria - Security and Privacy Analysis
Thesis Abstract
The project aims to develop a comprehensive privacy-preserving data anonymization and de-anonymization system to protect sensitive information while allowing authorized users to perform meaningful analysis. The system will employ advanced anonymization techniques to mask personally identifiable information and ensure compliance with data privacy regulations. Additionally, it will incorporate secure de-anonymization mechanisms to enable authorized users to re-identify specific individuals for legitimate purposes. The project will address the challenges of balancing data utility and privacy protection, offering a robust solution for organizations handling sensitive data.
Thesis Overview
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