A General Framework for Multiparty Computations
2012 (English)Doctoral thesis, comprehensive summary (Other academic)
Multiparty computation is a computation between multiple players which want to compute a common function based on private input. It was first proposed over 20 years ago and has since matured into a well established science. The goal of this thesis has been to develop efficient protocols for different operations used in multiparty computation and to propose uses for multiparty computation in real world systems. This thesis therefore gives the reader an overview of multiparty computation from the simplest primitives to the current state of software frameworks for multiparty computation, and provides ideas for future applications.
Included in this thesis is a proposed model of multiparty computation based on a model of communication complexity. This model provides a good foundation for the included papers and for measuring the efficiency of multiparty computation protocols. In addition to this model, a more practical approach is also included, which examines different secret sharing schemes and how they are used as building blocks for basic multiparty computation operations. This thesis identifies five basic multiparty computation operations: sharing, recombining, addition, multiplication and negation, and shows how these five operations can be used to create more complex operations. In particular two operations “less-than” and “bitwise decomposition” are examined in detail in the included papers. “less-than” performs the “<” operator on two secret shared values with a secret shared result and “bitwise decomposition” takes a secret shared value and transforms it into a vector of secret shared bitwise values.
The overall goal of this thesis has been to create efficient methods for multiparty computation so that it might be used for practical applications in the future.
Place, publisher, year, edition, pages
NTNU: Norwegian University of Science and Technology , 2012. , 156 p.
Doctoral Theses at NTNU, ISSN 1503-8181 ; 2012:143
Secure multiparty computation, distributed systems, secret sharing
Communication and distributed systems Information and communication technology Security and vulnerability
IdentifiersURN: urn:nbn:no:ntnu:diva-16567ISBN: 978-82-471-3573-0OAI: oai:DiVA.org:ntnu-16567DiVA: diva2:529564
2012-05-23, Totalrommet, NTNU Hovedbygg, Alfreds Getz vei, Trondheim, 13:15 (English)
Pieprzyk, Josef, ProfessorOlechuk, Vladimir, ProfessorGjøsteen, Kristian, Associate Professor
Mjølsnes, Stig Frode, Professor
List of papers