Search Results for author: Eunsu Goh

Found 2 papers, 1 papers with code

Remote Bio-Sensing: Open Source Benchmark Framework for Fair Evaluation of rPPG

1 code implementation24 Jul 2023 Dae-Yeol Kim, Eunsu Goh, Kwangkee Lee, JongEui Chae, JongHyeon Mun, Junyeong Na, Chae-Bong Sohn, Do-Yup Kim

rPPG (Remote photoplethysmography) is a technology that measures and analyzes BVP (Blood Volume Pulse) by using the light absorption characteristics of hemoglobin captured through a camera.

Benchmarking

Blockchain-Enabled Federated Learning: A Reference Architecture Design, Implementation, and Verification

no code implementations19 Jun 2023 Eunsu Goh, Dae-Yeol Kim, Kwangkee Lee, Suyeong Oh, Jong-Eui Chae, Do-Yup Kim

This paper presents a novel reference architecture for blockchain-enabled federated learning (BCFL), a state-of-the-art approach that amalgamates the strengths of federated learning and blockchain technology. We define smart contract functions, stakeholders and their roles, and the use of interplanetary file system (IPFS) as key components of BCFL and conduct a comprehensive analysis.

Federated Learning

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