Concepedia

Junbum Shin

JS

Statistics

Publications

10

Citations

789

H-Index

10

Active since

2016

Affiliations

Samsung (South Korea)(Current)

National University of Singapore

Korea Advanced Institute of Science and Technology

Samsung (United States)

University of Michigan

Junbum Shin is an author at Samsung (South Korea) specializing in data security, engineering, and computer science.

ORCID

Top concepts

Publications per year

2016–2021

10

Publications

10

Privacy Enhanced Matrix Factorization for Recommendation with Local Differential Privacy

Hyejin Shin, Sungwook Kim, Junbum Shin et al. · IEEE Transactions on Knowledge and Data Engineering · 2018 · 219 citations

, , +14

Collecting and Analyzing Data from Smart Device Users with Local Differential Privacy

Thông Nguyen, Xiaokui Xiao, Yin Yang et al. · arXiv (Cornell University) · 2016 · 163 citations · Full text

, , +26

PrivTrie: Effective Frequent Term Discovery under Local Differential Privacy

Ning Wang, Xiaokui Xiao, Yin Yang et al. · 2018 · 92 citations

, , +23

Efficient Privacy-Preserving Matrix Factorization for Recommendation via Fully Homomorphic Encryption

Jinsu Kim, Dongyoung Koo, Yuna Kim et al. · ACM Transactions on Privacy and Security · 2018 · 71 citations

, , +14

Efficient Privacy-Preserving Matrix Factorization via Fully Homomorphic Encryption

Sungwook Kim, Jinsu Kim, Dongyoung Koo et al. · 2016 · 59 citations

, , +14

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