Ph.D. Thesis Officially Submitted

On April 8, 2026, my Ph.D. thesis was officially submitted.

Title

Toward Federated AI: Integrating Reliable Training, Automated Deployment, and Secure Inference

Summary

This thesis reframes federated learning as part of a broader “Federated AI” paradigm, addressing the full lifecycle of decentralized AI systems—including training, deployment, privacy-preserving inference, and knowledge-level collaboration across autonomous organizations.