Design and implementation of a privacy-preserving data mining framework
Table Of Contents
<p>1. Introduction<br> - Background and motivation<br> - Objectives of the project<br>2. Literature Review<br> - Overview of privacy-preserving data mining techniques<br> - Existing frameworks and their limitations<br>3. System Architecture<br> - Design of the privacy-preserving data mining framework<br> - Components and modules<br>4. Cryptographic Protocols<br> - Secure multi-party computation<br> - Homomorphic encryption<br> - Differential privacy<br>5. Implementation<br> - Selection of programming languages and tools<br> - Integration of cryptographic protocols<br></p>
Project Abstract
The project aims to develop a privacy-preserving data mining framework that allows organizations to extract valuable insights from sensitive data without compromising individual privacy. The framework will utilize advanced cryptographic techniques and secure multi-party computation protocols to enable collaborative data analysis while ensuring that the raw data remains encrypted and private. The project will address the growing need for privacy-preserving data mining solutions in various domains, including healthcare, finance, and social media.
Project Overview
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