融安隐私计算平台&融安隐私计算一体机

隐私网关安全设备，内置多方安全计算、联邦学习两大计算引擎，综合秘密共享、混淆电路、同态加密、隐私求交等软件组件和国产商用密码芯片、定制化系统等基础系统，在不泄露原始数据的前提下，对数据进行分析和计算，确保敏感数据在存储、计算、应用、销毁等数据流通全流程各个环节“可用不可见”和“开放不共享”。This Privacy Gateway Security Device integrates two built-in computing engines: Secure Multi-Party Computation (SMPC) and Federated Learning (FL). It incorporates software components including secret sharing, garbled circuits, homomorphic encryption, private set intersection (PSI), alongside basic infrastructures such as domestically-produced commercial cryptographic chips and customized systems. Capable of conducting data analysis and computation without disclosing raw data, the device guarantees that sensitive data remains "available but not visible" and "open but not shared" across every stage of the entire data circulation lifecycle, including storage, computation, application and data destruction.

搜集汇总

背景与挑战

背景概述

该数据集描述了一套集成多方安全计算、联邦学习引擎及多种加密技术的隐私计算系统，结合国产密码芯片实现数据全流程安全处理，确保原始数据在计算过程中不被泄露。