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Jinhyun So
ORCID
Publication Activity (10 Years)
Years Active: 2012-2023
Publications (10 Years): 21
Top Topics
Machine Learning
Top Venues
CoRR
IACR Cryptol. ePrint Arch.
IEEE J. Sel. Areas Inf. Theory
IEEE J. Sel. Areas Commun.
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Publications
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Jinhyun So
,
Ramy E. Ali
,
Basak Güler
,
Jiantao Jiao
,
Amir Salman Avestimehr
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning.
AAAI
(2023)
Jinhyun So
,
Kevin Hsieh
,
Behnaz Arzani
,
Shadi Noghabi
,
Salman Avestimehr
,
Ranveer Chandra
FedSpace: An Efficient Federated Learning Framework at Satellites and Ground Stations.
CoRR
(2022)
Jinhyun So
,
Corey J. Nolet
,
Chien-Sheng Yang
,
Songze Li
,
Qian Yu
,
Ramy E. Ali
,
Basak Guler
,
Salman Avestimehr
LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning.
MLSys
(2022)
Jinhyun So
,
Ramy E. Ali
,
Basak Guler
,
Jiantao Jiao
,
Salman Avestimehr
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning.
IACR Cryptol. ePrint Arch.
2021 (2021)
Jinhyun So
,
Ramy E. Ali
,
Basak Guler
,
Jiantao Jiao
,
Salman Avestimehr
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning.
CoRR
(2021)
Jinhyun So
,
Basak Güler
,
Amir Salman Avestimehr
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning.
IEEE J. Sel. Areas Inf. Theory
2 (1) (2021)
Jinhyun So
,
Basak Güler
,
Amir Salman Avestimehr
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning.
IEEE J. Sel. Areas Inf. Theory
2 (1) (2021)
Chien-Sheng Yang
,
Jinhyun So
,
Chaoyang He
,
Songze Li
,
Qian Yu
,
Salman Avestimehr
LightSecAgg: Rethinking Secure Aggregation in Federated Learning.
CoRR
(2021)
Jinhyun So
,
Ramy E. Ali
,
Basak Güler
,
Amir Salman Avestimehr
Secure Aggregation for Buffered Asynchronous Federated Learning.
CoRR
(2021)
Jinhyun So
,
Basak Güler
,
Amir Salman Avestimehr
Byzantine-Resilient Secure Federated Learning.
IEEE J. Sel. Areas Commun.
39 (7) (2021)
Jinhyun So
,
Mi Lu
Buffer-referred Data Prefetching: An Effective Approach to Coverage-Driven Prefetching.
ICAC
(2021)
Jinhyun So
,
Basak Güler
,
Salman Avestimehr
A Scalable Approach for Privacy-Preserving Collaborative Machine Learning.
NeurIPS
(2020)
Jinhyun So
,
Basak Guler
,
Amir Salman Avestimehr
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning.
IACR Cryptol. ePrint Arch.
2020 (2020)
Chaoyang He
,
Songze Li
,
Jinhyun So
,
Mi Zhang
,
Hongyi Wang
,
Xiaoyang Wang
,
Praneeth Vepakomma
,
Abhishek Singh
,
Hang Qiu
,
Li Shen
,
Peilin Zhao
,
Yan Kang
,
Yang Liu
,
Ramesh Raskar
,
Qiang Yang
,
Murali Annavaram
,
Salman Avestimehr
FedML: A Research Library and Benchmark for Federated Machine Learning.
CoRR
(2020)
Jinhyun So
,
Basak Guler
,
Amir Salman Avestimehr
Byzantine-Resilient Secure Federated Learning.
CoRR
(2020)
Jinhyun So
,
Basak Guler
,
Amir Salman Avestimehr
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning.
CoRR
(2020)
Jinhyun So
,
Basak Guler
,
Amir Salman Avestimehr
A Scalable Approach for Privacy-Preserving Collaborative Machine Learning.
CoRR
(2020)
Ramy E. Ali
,
Jinhyun So
,
Amir Salman Avestimehr
On Polynomial Approximations for Privacy-Preserving and Verifiable ReLU Networks.
CoRR
(2020)
Jinhyun So
,
Basak Guler
,
Amir Salman Avestimehr
,
Payman Mohassel
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning.
IACR Cryptol. ePrint Arch.
2019 (2019)
Jinhyun So
,
Basak Guler
,
Amir Salman Avestimehr
,
Payman Mohassel
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning.
CoRR
(2019)
Qian Yu
,
Netanel Raviv
,
Jinhyun So
,
Amir Salman Avestimehr
Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy.
CoRR
(2018)
Jinhyun So
,
Sungho Choi
,
Seung Hyeok Ahn
,
Eui-Rim Jeong
,
Yong Hoon Lee
Digital predistortion based on envelope feedback.
ICASSP
(2012)