Concepedia

Jinhyun So

JS

15

Publications

1.3K

Citations

14

H-Index

2020

Active since

Affiliations

University of Southern California(Current)

Southern California University for Professional Studies

University of California, Riverside

Jinhyun So is an author at University of Southern California specializing in computer science, engineering, and federated learning.

Top concepts

EngineeringComputer ScienceData ScienceFederated LearningPrivacyData PrivacyData SecurityInformation SecurityCryptographyHardware Security

Publications per year

2020–2024

15

Publications

15

FedML: A Research Library and Benchmark for Federated Machine Learning

Chaoyang He, Songze Li, Jinhyun So · arXiv (Cornell University) · 2020 · 357 citations · Full text

Artificial Intelligence, Cluster Computing, Fl Algorithm Development +22

Byzantine-Resilient Secure Federated Learning

Jinhyun So, Başak Güler, A. Salman Avestimehr · IEEE Journal on Selected Areas in Communications · 2020 · 282 citations

Engineering, Information Security, Federated Structure +17

Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning

Jinhyun So, Başak Güler, A. Salman Avestimehr · IEEE Journal on Selected Areas in Information Theory · 2021 · 278 citations

Engineering, Information Security, Aggregation Redundancy +16

LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning

Jinhyun So, Chaoyang He, Chien-Sheng Yang et al. · arXiv (Cornell University) · 2021 · 59 citations · Full text

Versatile Design, Engineering, Information Security +21

Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning

Jinhyun So, Ramy E. Ali, Başak Güler et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 57 citations · Full text

Privacy Protection, Engineering, Machine Learning +18

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