Junbum Shin

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 · 229 citations

Computing, Data Science, Data Mining +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

Computing, Data Science, Information Technology +16

PrivTrie: Effective Frequent Term Discovery under Local Differential Privacy

Ning Wang, Xiaokui Xiao, Yin Yang et al. · 2018 · 94 citations

Computing, Computer Science, Computational Linguistics +14

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 · 72 citations

Computing, Computer Science, Computer Systems +17

Efficient Privacy-Preserving Matrix Factorization via Fully Homomorphic Encryption

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

Computing, Computer Science, Computer Systems +17