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ARES 2025 AI in Data Lakes

Share Secrets for Privacy: Confidential Forecasting with Vertical Federated Learning

Aditya Shankar, Jérémie Decouchant, Dimitra Gkorou, Rihan Hai, Lydia Y. Chen

Confidential time-series forecasting across vertically partitioned data using secret sharing and vertical federated learning.