Multi-Party Computation on Machine Learning

Published

2019-10-04 14:13

Collected

2026-07-03 04:20

---
id: 1915
title: "Multi-Party Computation on Machine Learning"
source_domain: blog.trailofbits.com
source_url: "https://blog.trailofbits.com/2019/10/04/multi-party-computation-on-machine-learning/"
published_at: "2019-10-04T14:13:15Z"
tags: ["ai-security", "cryptography", "privacy", "machine-learning", "multi-party-computation", "secure-computation", "svm"]
phying_url: "https://phying.com/item/1915"
lang: en
---

# Multi-Party Computation on Machine Learning

## Summary

An intern project implementing three-party multi-party computation (MPC) for perceptron and SVM training, letting parties jointly compute ML results on private datasets without sharing raw data.

## Intelligence Metadata

- **Sources:** blog.trailofbits.com
- **Published:** 2019-10-04T14:13:15Z
- **Original:** https://blog.trailofbits.com/2019/10/04/multi-party-computation-on-machine-learning/
- **Phying News:** https://phying.com/item/1915