Hermit

The need for collaborative data analysis in today's networked world is evident in a variety of industries, including healthcare and finance. However, the overriding concern for data security and privacy frequently stymies this requirement for cooperation. This is where Secure Multi-Party Computation (SMPC) shines as a solution that allows for collaboration while protecting private data using cryptographic methods. However, the scalability, efficiency, and ease of integration of current Coll frameworks are frequently lacking. Presenting THE HERMIT—a novel SMPC solution painstakingly designed to confront these issues head-on. THE HERMIT promises to transform collaborative data analysis in the digital era by providing strong privacy guarantees, unmatched scalability, and smooth integration capabilities. Privacy and security are always guaranteed.