Search Results for author: Rongxin Xu

Found 2 papers, 1 papers with code

Post Quantum Secure Blockchain-based Federated Learning for Mobile Edge Computing

1 code implementation26 Feb 2023 Rongxin Xu, Shiva Raj Pokhrel, Qiujun Lan, Gang Li

We aim to employ Federated Learning (FL) and prominent features of blockchain into MEC architecture such as connected autonomous vehicles to enable complete decentralization, immutability, and rewarding mechanisms simultaneously.

Autonomous Vehicles Edge-computing +1

FAIR-BFL: Flexible and Incentive Redesign for Blockchain-based Federated Learning

no code implementations26 Jun 2022 Rongxin Xu, Shiva Raj Pokhrel, Qiujun Lan, Gang Li

These impending challenges in the design philosophy of FL call for blockchain-based federated learning (BFL) due to the benefits of coupling FL and blockchain (e. g., democracy, incentive, and immutability).

Federated Learning Malicious Detection +1

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