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Leo Hyun Park
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 15
Top Topics
Deep Learning
Image Quality Metrics
Labelled Data
Gradient Vector
Top Venues
CCS
IEEE Access
CoRR
WISA
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Publications
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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)