Replication Data for: Exploring Adversarial Attacks on the MaSTer Truncation Protocol

Description

This repository contains an implementation of the various attacks presented in the paper titled "Exploring Adversarial Attacks on the MaSTer Truncation Protocol". The code involves scripts simulating an attack on an MPC protocol running a machine learning inference in fixed-point arithmetics. The repository therefore also contains 5 different publicly available ML datasets (MNIST, CIFAR-10, MIT-BIH and PTB, VOICE, OBESITY) that are required for demonstrating the applicability of the research across different domains.

Resources

Name Format Description Link

Tags

  • master
  • mpc
  • attack

Topics

  • TECH

Categories