Secure Multiparty Computation Meets Deep Learning

Preface

This is a Quarto book. To learn more about Quarto books visit https://quarto.org/docs/books.

Contents

The quarto book contains an organized structure of notes on a variety of secure multiparty computation protocols, implementation details, and a discussion of v2x applications and relevant deep learning models. The authors hope that any readers find these resources useful.

Resources

The matcha editor is used to construct some of the mathematical diagrams shown in this book. In order to export a matcha diagram, you need to enter the full-screen mode for the diagram, and click on the “export” drop-down which becomes available. This will allow you to save the math diagram as a png image. We will make liberal use of these throughout the book, especially for explaining complex security primitives such as beaver’s triples and homomorphic encryption.