DataFunTalk
Aug 24, 2021 · Artificial Intelligence
De‑identification in Federated Learning: Using xID Technology to Protect Sample Intersection Information
This article explains federated learning, its vertical and horizontal variants, the privacy risks of sample intersection in financial scenarios, reviews common de‑identification methods, and introduces the xID technique with generation‑mapping services to securely protect intersecting data while enabling collaborative AI modeling.
Artificial IntelligenceData De-identificationFederated Learning
0 likes · 13 min read