从字面上对照,国外有两个概念与隐私计算相关,一是隐私保护计算(Privacy Preserving Computation, PPC),二是隐私增强技术(Privacy Enhancing Technologies, PETs)。 隐私计算是一系列技术体系的合集,交叉融合了密码学、统计学、人工智能、计算机硬件等众多学科,它从本质上满足:在不暴露原始数据的前提下,实现数据及其价值可...
原文地址:https://www.accenture.com/us-en/blogs/technology-innovation/giordano-linvill-privacy-preserving-computation
5) privacy preserving 隐私保护 1. Simple method on privacy preserving in association rules mining; 一种简单的基于隐私保护的关联规则挖掘方法 2. Survey of privacy preserving in personalization service; 个性化服务中隐私保护技术综述 3. Research on clustering based on privacy preserving; 基于隐私...
7 Privacy-Preserving Machine Learning (PPML) Awesome Privacy Computing 1 Secure Multiparty Computation (SMPC) 1.1 Primitive 1.1.1 Oblivious Transfer (OT) Precomputing Oblivious Transfer, CRYPTO'95 Efficient Oblivious Transfer Protocols, SODA'01