The advent of 5G networks has led to a significant shift in the way we approach edge intelligence. With the increasing reliance on edge computing, security and privacy concerns have become paramount. This research activity aims to explore the intersection of edge intelligence and security, focusing on the development of novel techniques to ensure the confidentiality, integrity, and availability of data in edge computing environments. By leveraging the capabilities of edge computing, this research seeks to provide a secure and private edge intelligence framework that can be applied to various industries, including healthcare, finance, and transportation.