Secure Data Sharing

DataFunSummit

Sep 18, 2022 · Information Security

Privacy Computing and Blockchain: Enabling Secure Data Collaboration

This article explains how privacy computing technologies such as federated learning, multi‑party computation, and trusted execution environments, combined with blockchain, address data sharing challenges in the digital economy by protecting privacy, ensuring compliance, and enabling secure, trusted collaboration across enterprises and government agencies.

Data SecuritySecure Data Sharingblockchain

0 likes · 11 min read

Privacy Computing and Blockchain: Enabling Secure Data Collaboration

AntTech

Jul 15, 2022 · Information Security

Ant Group Open‑sources the Trusted Privacy Computing Framework “YinYu” and Outlines Its Role in the Emerging Data Confidentiality Era

Ant Group announced the open‑source release of its six‑year‑old trusted privacy computing framework “YinYu,” detailing the technical challenges of data element markets, the shift to data‑in‑confidential‑state, the framework’s layered architecture, rigorous security verification, compliance considerations, and its invitation to the community for collaborative development.

Ant GroupOpen SourceSecure Data Sharing

0 likes · 15 min read

Ant Group Open‑sources the Trusted Privacy Computing Framework “YinYu” and Outlines Its Role in the Emerging Data Confidentiality Era

DataFunSummit

Nov 6, 2021 · Artificial Intelligence

Federated Learning for Financial Data Sharing: Compliance, Auditable Solutions, and Blockchain‑Enabled Marketplace

This article presents a comprehensive overview of how federated learning can be applied to financial data sharing, covering regulatory pressures, audit‑ready blockchain solutions, privacy‑preserving PSI techniques, incentive‑driven data marketplaces, and future directions for secure, compliant AI deployment in the finance sector.

AIFederated LearningSecure Data Sharing

0 likes · 10 min read

Federated Learning for Financial Data Sharing: Compliance, Auditable Solutions, and Blockchain‑Enabled Marketplace