Feb 15, 2023 · Information Security

Challenges and Trends in Privacy Computing: Insights from Alibaba Cloud Datatrust Architect Liang Aiping

The interview with Alibaba Cloud Datatrust chief architect Liang Aiping examines the early-stage adoption of privacy computing, highlighting low technical challenges in data sources, the gap between theory and engineering in algorithms, complex system management for interoperability, and key product considerations such as security, performance, cost, and deployment.

Privacy ComputingSystem Managementalgorithm evaluation

0 likes · 13 min read

Challenges and Trends in Privacy Computing: Insights from Alibaba Cloud Datatrust Architect Liang Aiping

AntTech

Aug 17, 2019 · Artificial Intelligence

Shared Machine Learning: Tackling Data Islands with Trusted Execution Environments and Multi‑Party Computation

The article explains how data islands and privacy concerns hinder AI development and describes Ant Financial's shared machine learning approach, which combines Trusted Execution Environments (TEE) and Multi‑Party Computation (MPC) to enable secure, privacy‑preserving data sharing and collaborative model training across organizations.

AIAnt Financialdata sharing

0 likes · 15 min read

Shared Machine Learning: Tackling Data Islands with Trusted Execution Environments and Multi‑Party Computation