This article presents a tutorial overview of the application of techniques of secure two-party
computation (also known as secure function evaluation) to biometric identification. These …

Multi-Protocol SPDZ (MP-SPDZ) is a fork of SPDZ-2 (Keller et al., CCS'13), an
implementation of the multi-party computation (MPC) protocol called SPDZ (Damgård et al …

Secure multi-party computation (MPC) has evolved from a theoretical curiosity in the 1980s
to a tool for building real systems today. Over the past decade, MPC has been one of the …

Secure multiparty computation Page 1 86 COMMUNICATIONS OF THE ACM | JANUARY 2021 |
VOL. 64 | NO. 1 review articles DISTRIBUTED COMPUTING CONSIDERS the scenario where a …

Federated learning (FL) is an increasingly popular approach for machine learning (ML) in
cases where the training dataset is highly distributed. Clients perform local training on their …

Abstract Secure Multi-Party Computation (SMPC) is a generic cryptographic primitive that
enables distributed parties to jointly compute an arbitrary functionality without revealing their …

Oblivious transfer (OT) protocol is an essential tool in cryptography that provides a wide
range of applications such as secure multi-party computation, private information retrieval …

Efficient zero-knowledge (ZK) proofs for arbitrary boolean or arithmetic circuits have recently
attracted much attention. Existing solutions suffer from either significant prover overhead (ie …

Secure computation enables mutually distrusting parties to jointly evaluate a function on
their private inputs without revealing anything but the function's output. Generic secure …

We consider the task of secure multi-party computation of arithmetic circuits over a finite
field. Unlike Boolean circuits, arithmetic circuits allow natural computations on integers to be …