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2020 – today
- 2024
[j6]Jaewoo Park
, Leo Hyun Park, Hong Eun Ahn, Taekyoung Kwon:
Coexistence of Deepfake Defenses: Addressing the Poisoning Challenge. IEEE Access 12: 11674-11687 (2024)- [c7]Hyunjoon Kim, Jaehee Lee, Leo Hyun Park, Taekyoung Kwon:
On the Correlation Between Deepfake Detection Performance and Image Quality Metrics. WDC@AsiaCCS 2024 - [i2]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 abs/2402.12187 (2024) - [i1]Myung Gyo Oh, Hong Eun Ahn, Leo Hyun Park, Taekyoung Kwon:
Amplifying Training Data Exposure through Fine-Tuning with Pseudo-Labeled Memberships. CoRR abs/2402.12189 (2024) - 2023
- [j5]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: 10207-10217 (2023) - [j4]Leo Hyun Park, Soochang Chung, Jaeuk Kim, Taekyoung Kwon:
GradFuzz: Fuzzing deep neural networks with gradient vector coverage for adversarial examples. Neurocomputing 522: 165-180 (2023) - [c6]Jaewoo Park, Hong Eun Ahn, Leo Hyun Park, Taekyoung Kwon:
Robust Training for Deepfake Detection Models Against Disruption-Induced Data Poisoning. WISA 2023: 175-187 - 2022
- [j3]Leo Hyun Park, Jaeuk Kim, Jaewoo Park, Taekyoung Kwon:
Mixed and constrained input mutation for effective fuzzing of deep learning systems. Inf. Sci. 614: 497-517 (2022) - [c5]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: 3439-3441 - [c4]Leo Hyun Park, Eunbi Hwang, Donggun Lee, Taekyoung Kwon:
Towards Constructing Consistent Pattern Strength Meters with User's Visual Perception. ICISC 2022: 81-99 - [c3]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: 143-155 - 2020
- [j2]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): 4545-4556 (2020)
2010 – 2019
- 2019
- [j1]Yeeun Ku, Leo Hyun Park, Sooyeon Shin, Taekyoung Kwon:
Draw It As Shown: Behavioral Pattern Lock for Mobile User Authentication. IEEE Access 7: 69363-69378 (2019) - [c2]Leo Hyun Park, Sangjin Oh, Jaeuk Kim, Soochang Chung, Taekyoung Kwon:
Poster: Effective Layers in Coverage Metrics for Deep Neural Networks. CCS 2019: 2681-2683 - 2018
- [c1]Yeeun Ku, Leo Hyun Park, Sooyeon Shin, Taekyoung Kwon:
A Guided Approach to Behavioral Authentication. CCS 2018: 2237-2239
Coauthor Index
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