Leo Hyun Park

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Image Quality Metrics

Gradient Vector

Top Venues

Publications

Hyunjoon Kim, Jaehee Lee, Leo Hyun Park, Taekyoung Kwon
On the Correlation Between Deepfake Detection Performance and Image Quality Metrics. WDC@AsiaCCS (2024)
Jaewoo Park, Leo Hyun Park, Hong Eun Ahn, Taekyoung Kwon
Coexistence of Deepfake Defenses: Addressing the Poisoning Challenge. IEEE Access 12 (2024)
Leo Hyun Park, Jaeuk Kim, Myung Gyo Oh, Jaewoo Park, Taekyoung Kwon
Adversarial Feature Alignment: Balancing Robustness and Accuracy in Deep Learning via Adversarial Training. CoRR (2024)
Myung Gyo Oh, Hong Eun Ahn, Leo Hyun Park, Taekyoung Kwon
Amplifying Training Data Exposure through Fine-Tuning with Pseudo-Labeled Memberships. CoRR (2024)
Leo Hyun Park, Soochang Chung, Jaeuk Kim, Taekyoung Kwon
GradFuzz: Fuzzing deep neural networks with gradient vector coverage for adversarial examples. Neurocomputing 522 (2023)
Myung Gyo Oh, Leo Hyun Park, Jaeuk Kim, Jaewoo Park, Taekyoung Kwon
Membership Inference Attacks With Token-Level Deduplication on Korean Language Models. IEEE Access 11 (2023)
Jaewoo Park, Hong Eun Ahn, Leo Hyun Park, Taekyoung Kwon
Robust Training for Deepfake Detection Models Against Disruption-Induced Data Poisoning. WISA (2023)
Leo Hyun Park, Jaewoo Park, Soochang Chung, Jaeuk Kim, Myung Gyo Oh, Taekyoung Kwon
Poster: Adversarial Defense with Deep Learning Coverage on MagNet's Purification. CCS (2022)
Myung Gyo Oh, Leo Hyun Park, Jaeuk Kim, Jaewoo Park, Taekyoung Kwon
On Membership Inference Attacks to Generative Language Models Across Language Domains. WISA (2022)
Leo Hyun Park, Eunbi Hwang, Donggun Lee, Taekyoung Kwon
Towards Constructing Consistent Pattern Strength Meters with User's Visual Perception. ICISC (2022)
Leo Hyun Park, Jaeuk Kim, Jaewoo Park, Taekyoung Kwon
Mixed and constrained input mutation for effective fuzzing of deep learning systems. Inf. Sci. 614 (2022)
Leo Hyun Park, JungBeen Yu, Hong-Koo Kang, Taejin Lee, Taekyoung Kwon
Birds of a Feature: Intrafamily Clustering for Version Identification of Packed Malware. IEEE Syst. J. 14 (3) (2020)
Yeeun Ku, Leo Hyun Park, Sooyeon Shin, Taekyoung Kwon
Draw It As Shown: Behavioral Pattern Lock for Mobile User Authentication. IEEE Access 7 (2019)
Leo Hyun Park, Sangjin Oh, Jaeuk Kim, Soochang Chung, Taekyoung Kwon
Poster: Effective Layers in Coverage Metrics for Deep Neural Networks. CCS (2019)
Yeeun Ku, Leo Hyun Park, Sooyeon Shin, Taekyoung Kwon
A Guided Approach to Behavioral Authentication. CCS (2018)