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Xi'an Jiaotong-Liverpool University Jobs

Xi'an Jiaotong-Liverpool University

Adaptive Federated Learning in Heterogeneous Environments

Closes:

45

About the Project

This PhD project focuses on developing a novel trust‑adaptive federated learning framework tailored for heterogeneous environments. Current AI systems suffer from rigid, pre‑defined trust models that limit their adaptability to varied security requirements. This research aims to break such rigid coupling by designing a modular, pluggable architecture that decouples trust mechanisms from federated learning algorithms. The PhD candidate will conduct theoretical derivation, system prototyping,…

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Xi'an Jiaotong-Liverpool University Jobs

Xi'an Jiaotong-Liverpool University

3.5 Star Employer Ranking

Xi'an Jiaotong-Liverpool University (XJTLU) offers a dynamic work environment with a focus on international collaboration, research excellence, and career development opportunities.

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