Junbum Shin

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 15

Top Topics

Differential Privacy

Multidimensional Data

Homomorphic Encryption

Hamming Distance

Top Venues

IEEE Trans. Knowl. Data Eng.

Proc. ACM Program. Lang.

Publications

Seewoo Lee, Garam Lee, Jung Woo Kim, Junbum Shin, Mun-Kyu Lee
HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption. CoRR (2024)
Sunjae Park, Woosung Song, Seunghyeon Nam, Hyeongyu Kim, Junbum Shin, Juneyoung Lee
HEaaN.MLIR: An Optimizing Compiler for Fast Ring-Based Homomorphic Encryption. Proc. ACM Program. Lang. 7 (PLDI) (2023)
Seewoo Lee, Garam Lee, Jung Woo Kim, Junbum Shin, Mun-Kyu Lee
HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption. ICML (2023)
Duc Bui, Yuan Yao, Kang G. Shin, Jong-Min Choi, Junbum Shin
Consistency Analysis of Data-Usage Purposes in Mobile Apps. CCS (2021)
Duc Bui, Kang G. Shin, Jong-Min Choi, Junbum Shin
Automated Extraction and Presentation of Data Practices in Privacy Policies. Proc. Priv. Enhancing Technol. 2021 (2) (2021)
Jung Hee Cheon, Dongwoo Kim, Duhyeong Kim, Joohee Lee, Junbum Shin, Yongsoo Song
Lattice-Based Secure Biometric Authentication for Hamming Distance. ACISP (2021)
Sungwook Kim, Hyejin Shin, Chung Hun Baek, Soohyung Kim, Junbum Shin
Learning New Words from Keystroke Data with Local Differential Privacy. IEEE Trans. Knowl. Data Eng. 32 (3) (2020)
Yongjin Yeom, Dong-Chan Kim, Chung Hun Baek, Junbum Shin
Cryptanalysis of the obfuscated round boundary technique for whitebox cryptography. Sci. China Inf. Sci. 63 (3) (2020)
Ning Wang, Xiaokui Xiao, Yin Yang, Jun Zhao, Siu Cheung Hui, Hyejin Shin, Junbum Shin, Ge Yu
Collecting and Analyzing Multidimensional Data with Local Differential Privacy. ICDE (2019)
Ning Wang, Xiaokui Xiao, Yin Yang, Jun Zhao, Siu Cheung Hui, Hyejin Shin, Junbum Shin, Ge Yu
Collecting and Analyzing Multidimensional Data with Local Differential Privacy. CoRR (2019)
Hyejin Shin, Sungwook Kim, Junbum Shin, Xiaokui Xiao
Privacy Enhanced Matrix Factorization for Recommendation with Local Differential Privacy. IEEE Trans. Knowl. Data Eng. 30 (9) (2018)
Ning Wang, Xiaokui Xiao, Yin Yang, Ta Duy Hoang, Hyejin Shin, Junbum Shin, Ge Yu
PrivTrie: Effective Frequent Term Discovery under Local Differential Privacy. ICDE (2018)
Joohee Lee, Dongwoo Kim, Duhyeong Kim, Yongsoo Song, Junbum Shin, Jung Hee Cheon
Instant Privacy-Preserving Biometric Authentication for Hamming Distance. IACR Cryptol. ePrint Arch. 2018 (2018)
Jinsu Kim, Dongyoung Koo, Yuna Kim, Hyunsoo Yoon, Junbum Shin, Sungwook Kim
Efficient Privacy-Preserving Matrix Factorization for Recommendation via Fully Homomorphic Encryption. ACM Trans. Priv. Secur. 21 (4) (2018)
Thông T. Nguyên, Xiaokui Xiao, Yin Yang, Siu Cheung Hui, Hyejin Shin, Junbum Shin
Collecting and Analyzing Data from Smart Device Users with Local Differential Privacy. CoRR (2016)