medical data security

DataFunSummit

Sep 22, 2022 · Information Security

Privacy Computing Enables Secure Medical Data Sharing and Analysis

This presentation introduces how privacy‑preserving computation technologies such as federated learning, trusted execution environments, and cryptographic methods empower the secure flow, analysis, and value extraction of large‑scale medical health data while addressing de‑identification risks and regulatory constraints.

Federated LearningTrusted Execution Environmentai

0 likes · 19 min read

Privacy Computing Enables Secure Medical Data Sharing and Analysis

DataFunTalk

Nov 30, 2021 · Information Security

Privacy-Preserving Computation for Multi‑Center Medical Research: Challenges, Techniques, and Yidu Cloud Solutions

This article explains the background and challenges of medical multi‑center research, introduces privacy‑preserving computation concepts such as data‑usable‑invisible techniques, multi‑party secure computation and federated learning, and details Yidu Cloud's architecture, solutions, and real‑world case studies.

Data GovernanceFederated LearningYidu Cloud

0 likes · 18 min read

Privacy-Preserving Computation for Multi‑Center Medical Research: Challenges, Techniques, and Yidu Cloud Solutions