Poster: Adversarial Defense with Deep Learning Coverage on MagNet's Purification. - Leo Hyun Park; Jaewoo Park; Soochang Chung; Jaeuk Kim; Myung Gyo Oh; Taekyoung Kwon 002 (CCS, 2022)

On Membership Inference Attacks to Generative Language Models Across Language Domains. - Myung Gyo Oh; Leo Hyun Park; Jaeuk Kim; Jaewoo Park; Taekyoung Kwon 002 (WISA, 2022)

Membership Inference Attacks With Token-Level Deduplication on Korean Language Models. - Myung Gyo Oh; Leo Hyun Park; Jaeuk Kim; Jaewoo Park; Taekyoung Kwon 002 (IEEE Access, 2023)

Adversarial Feature Alignment: Balancing Robustness and Accuracy in Deep Learning via Adversarial Training. - Leo Hyun Park; Jaeuk Kim; Myung Gyo Oh; Jaewoo Park; Taekyoung Kwon 002 (AISec@CCS, 2024)

Amplifying Training Data Exposure through Fine-Tuning with Pseudo-Labeled Memberships. - Myung Gyo Oh; Hong Eun Ahn; Leo Hyun Park; Taekyoung Kwon 002 (CoRR, 2024)