Leo Hyun Park

20 papers A* 3A 1C 1Misc 4Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Amplifying Training Data Exposure Through Fine-Tuning With Pseudo-Labeled Memberships.
IEEE Trans. Inf. Forensics Secur.
Myung Gyo Oh, Hong Eun Ahn, Leo Hyun Park, Taekyoung Kwon
2025 A conf
Red-Teaming LLMs with Token Control Score: Efficient, Universal, and Transferable Jailbreaks.
RAID
Leo Hyun Park, Taekyoung Kwon
2025 C conf
Toward an Autonomous Purple Teaming Framework for Security and Safety in Large Language Models.
PRDC
Leo Hyun Park, Yoonsik Kim, Eunbi Hwang, Sangsoo Han, Hyoungshick Kim, Taekyoung Kwon
2024 — conf
Adversarial Feature Alignment: Balancing Robustness and Accuracy in Deep Learning via Adversarial Training.
AISec@CCS
Leo Hyun Park, Jaeuk Kim, Myung Gyo Oh, Jaewoo Park, Taekyoung Kwon
2024 J jnl
Adversarial Feature Alignment: Balancing Robustness and Accuracy in Deep Learning via Adversarial Training.
CoRR
Leo Hyun Park, Jaeuk Kim, Myung Gyo Oh, Jaewoo Park, Taekyoung Kwon
2024 J jnl
Amplifying Training Data Exposure through Fine-Tuning with Pseudo-Labeled Memberships.
CoRR
Myung Gyo Oh, Hong Eun Ahn, Leo Hyun Park, Taekyoung Kwon
2024 J jnl
Coexistence of Deepfake Defenses: Addressing the Poisoning Challenge.
IEEE Access
Jaewoo Park, Leo Hyun Park, Hong Eun Ahn, Taekyoung Kwon
2024 Misc conf
Enhancing Robustness in NIDS via Coverage Guided Fuzzing and Adversarial Training.
WISA
Jung Yup Rhee, Leo Hyun Park, Taekyoung Kwon
2024 — conf
On the Correlation Between Deepfake Detection Performance and Image Quality Metrics.
WDC@AsiaCCS
Hyunjoon Kim, Jaehee Lee, Leo Hyun Park, Taekyoung Kwon
2023 J jnl
GradFuzz: Fuzzing deep neural networks with gradient vector coverage for adversarial examples.
Neurocomputing
Leo Hyun Park, Soochang Chung, Jaeuk Kim, Taekyoung Kwon
2023 J jnl
Membership Inference Attacks With Token-Level Deduplication on Korean Language Models.
IEEE Access
Myung Gyo Oh, Leo Hyun Park, Jaeuk Kim, Jaewoo Park, Taekyoung Kwon
2023 Misc conf
Robust Training for Deepfake Detection Models Against Disruption-Induced Data Poisoning.
WISA
Jaewoo Park, Hong Eun Ahn, Leo Hyun Park, Taekyoung Kwon
2022 J jnl
Mixed and constrained input mutation for effective fuzzing of deep learning systems.
Inf. Sci.
Leo Hyun Park, Jaeuk Kim, Jaewoo Park, Taekyoung Kwon
2022 Misc conf
On Membership Inference Attacks to Generative Language Models Across Language Domains.
WISA
Myung Gyo Oh, Leo Hyun Park, Jaeuk Kim, Jaewoo Park, Taekyoung Kwon
2022 A* conf
Poster: Adversarial Defense with Deep Learning Coverage on MagNet's Purification.
CCS
Leo Hyun Park, Jaewoo Park, Soochang Chung, Jaeuk Kim, Myung Gyo Oh, Taekyoung Kwon
2022 Misc conf
Towards Constructing Consistent Pattern Strength Meters with User's Visual Perception.
ICISC
Leo Hyun Park, Eunbi Hwang, Donggun Lee, Taekyoung Kwon
2020 J jnl
Birds of a Feature: Intrafamily Clustering for Version Identification of Packed Malware.
IEEE Syst. J.
Leo Hyun Park, JungBeen Yu, Hong-Koo Kang, TaeJin Lee, Taekyoung Kwon
2019 J jnl
Draw It As Shown: Behavioral Pattern Lock for Mobile User Authentication.
IEEE Access
Yeeun Ku, Leo Hyun Park, Sooyeon Shin, Taekyoung Kwon
2019 A* conf
Poster: Effective Layers in Coverage Metrics for Deep Neural Networks.
CCS
Leo Hyun Park, Sangjin Oh, Jaeuk Kim, Soochang Chung, Taekyoung Kwon
2018 A* conf
A Guided Approach to Behavioral Authentication.
CCS
Yeeun Ku, Leo Hyun Park, Sooyeon Shin, Taekyoung Kwon