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The goal of this project is to contribute to the development of advanced security and privacy-preserving technologies for smart-retail stores. Specifically, this project aims to explore new techniques that can protect customers' privacy in smart-retail transactions in real time. First, it will be necessary to perform an extensive analysis of existing systems for processing privacy-sensitive data in real-time and analyze their performance and security properties. Second, based on this analysis, design and implement a prototype of a real-time system aimed at protecting the privacy of smart retail customers when performing transactions and acquiring goods. The expected outcome of this project includes both a report of the analyzed solutions and a software prototype of the implemented solution.