Hyejin Shin

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 13

Top Topics

Differential Privacy

Differentially Private

Linear Regression

Event Detection

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Hyejin Shin, Jun Ho Huh, Bum Jun Kwon, Iljoo Kim, Eunyong Cheon, HongMin Kim, Choong-Hoon Lee, Ian Oakley
SkullID: Through-Skull Sound Conduction based Authentication for Smartglasses. CHI (2024)
Sanghwi Kim, Hyejin Shin, Hyunkyu Kim
Two-Stream Neural Network for Post-Layout Waveform Prediction. DATE (2023)
Jun Ho Huh, Hyejin Shin, HongMin Kim, Eunyong Cheon, Youngeun Song, Choong-Hoon Lee, Ian Oakley
WristAcoustic: Through-Wrist Acoustic Response Based Authentication for Smartwatches. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (4) (2022)
WooChul Shim, Hyejin Shin, Yong Ho Hwang
On Data Licenses for Open Source Threat Intelligence. IEEE Secur. Priv. 20 (4) (2022)
Hyejin Shin, WooChul Shim, Saebom Kim, Sol Lee, Yong Goo Kang, Yong Ho Hwang
#Twiti: Social Listening for Threat Intelligence. WWW (2021)
Seong J. Yang, Hyejin Shin, Sang Han Lee, Seokho Lee, Alzheimer's Disease Neuroimaging Initiative
Functional linear regression model with randomly censored data: Predicting conversion time to Alzheimer 's disease. Comput. Stat. Data Anal. 150 (2020)
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)
Hyejin Shin, WooChul Shim, Jiin Moon, Jae Woo Seo, Sol Lee, Yong Ho Hwang
Cybersecurity Event Detection with New and Re-emerging Words. AsiaCCS (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)
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)
Hyejin Shin, Seokho Lee
Canonical correlation analysis for irregularly and sparsely observed functional data. J. Multivar. Anal. 134 (2015)
Seokho Lee, Hyejin Shin, Nedret Billor
M-type smoothing spline estimators for principal functions. Comput. Stat. Data Anal. 66 (2013)
Pallavi Sawant, Nedret Billor, Hyejin Shin
Functional outlier detection with robust functional principal component analysis. Comput. Stat. 27 (1) (2012)
Hyejin Shin, Myung Hee Lee
On prediction rate in partial functional linear regression. J. Multivar. Anal. 103 (1) (2012)