Estimating extreme tail risk measures with generalized Pareto distribution. - Myung Hyun Park; Joseph H. T. Kim (Comput. Stat. Data Anal., 2016)

A New Global Measure to Simultaneously Evaluate Data Utility and Privacy Risk. - Donghoon Jeong; Joseph H. T. Kim; Jongho Im (IEEE Trans. Inf. Forensics Secur., 2023)

A Generalized Theory of Mixup for Structure-Preserving Synthetic Data. - Chungpa Lee; Jongho Im; Joseph H. T. Kim (AISTATS, 2025)