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2020 – today
- 2025
[j11]Junyoung Byun, Jaewook Lee
, Hyeongyeong Lee, Bumho Son:
Balancing Explainability and Privacy in Bank Failure Prediction: A Differentially Private Glass-Box Approach. IEEE Access 13: 1546-1565 (2025)- [j10]Junyoung Byun, Yujin Choi, Jaewook Lee:
Improving the utility of differentially private clustering through dynamical processing. Pattern Recognit. 157: 110890 (2025) - 2024
- [j9]Junyoung Byun, Yujin Choi, Jaewook Lee, Saerom Park:
Privacy-preserving inference resistant to model extraction attacks. Expert Syst. Appl. 256: 124830 (2024) - [j8]Kyujin Shim, Junyoung Byun, Kangwook Ko, Jubi Hwang, Changick Kim:
Enhancing Robustness of Multi-Object Trackers With Temporal Feature Mix. IEEE Trans. Circuits Syst. Video Technol. 34(10): 9822-9835 (2024) - [i8]Yujin Choi, Jinseong Park, Junyoung Byun, Jaewook Lee:
Leveraging Programmatically Generated Synthetic Data for Differentially Private Diffusion Training. CoRR abs/2412.09842 (2024) - 2023
- [j7]Junyoung Byun, Saerom Park, Yujin Choi, Jaewook Lee:
Efficient homomorphic encryption framework for privacy-preserving regression. Appl. Intell. 53(9): 10114-10129 (2023) - [j6]Jinseong Park, Yujin Choi, Junyoung Byun, Jaewook Lee, Saerom Park:
Efficient differentially private kernel support vector classifier for multi-class classification. Inf. Sci. 619: 889-907 (2023) - [c18]Junyoung Byun, Myung-Joon Kwon, Seungju Cho, Yoonji Kim, Changick Kim:
Introducing Competition to Boost the Transferability of Targeted Adversarial Examples Through Clean Feature Mixup. CVPR 2023: 24648-24657 - [c17]Yoonji Kim, Seungju Cho, Junyoung Byun, Myung-Joon Kwon, Changick Kim:
Improving Adversarial Transferability Via Feature Translation. ICIP 2023: 3359-3363 - [c16]Junyoung Byun, Jaewook Lee:
Fast and Differentially Private Fair Clustering. IJCAI 2023: 5915-5923 - [i7]Junyoung Byun, Yujin Choi, Jaewook Lee:
Improving the Utility of Differentially Private Clustering through Dynamical Processing. CoRR abs/2304.13886 (2023) - [i6]Junyoung Byun, Myung-Joon Kwon, Seungju Cho, Yoonji Kim, Changick Kim:
Introducing Competition to Boost the Transferability of Targeted Adversarial Examples through Clean Feature Mixup. CoRR abs/2305.14846 (2023) - 2022
- [j5]Seunghan Yang, Hyoungseob Park, Junyoung Byun, Changick Kim:
Robust Federated Learning With Noisy Labels. IEEE Intell. Syst. 37(2): 35-43 (2022) - [j4]Woojin Lee, Sungyoon Lee, Junyoung Byun, Hoki Kim, Jaewook Lee:
Variational cycle-consistent imputation adversarial networks for general missing patterns. Pattern Recognit. 129: 108720 (2022) - [c15]Junyoung Byun, Seungju Cho, Myung-Joon Kwon, Heeseon Kim, Changick Kim:
Improving the Transferability of Targeted Adversarial Examples through Object-Based Diverse Input. CVPR 2022: 15223-15232 - [c14]Junyoung Byun, Kyujin Shim, Hyojun Go, Changick Kim:
Hidden Conditional Adversarial Attacks. ICIP 2022: 1306-1310 - [c13]Junyoung Byun, Hyojun Go, Seungju Cho, Changick Kim:
Exploiting Doubly Adversarial Examples for Improving Adversarial Robustness. ICIP 2022: 1331-1335 - [c12]Seungju Cho, Junyoung Byun, Myung-Joon Kwon, Yoonji Kim, Changick Kim:
Adversarial Training with Channel Attention Regularization. ICIP 2022: 2996-3000 - [c11]Minji Son, Myung-Joon Kwon, Heeseon Kim, Junyoung Byun, Seungju Cho, Changick Kim:
Adaptive Warping Network for Transferable Adversarial Attacks. ICIP 2022: 3056-3060 - [c10]Junyoung Byun, Hyojun Go, Changick Kim:
Geometrically Adaptive Dictionary Attack on Face Recognition. WACV 2022: 3809-3818 - [c9]Junyoung Byun, Hyojun Go, Changick Kim:
On the Effectiveness of Small Input Noise for Defending Against Query-based Black-Box Attacks. WACV 2022: 3819-3828 - [c8]Saerom Park, Junyoung Byun, Joohee Lee:
Privacy-Preserving Fair Learning of Support Vector Machine with Homomorphic Encryption. WWW 2022: 3572-3583 - [i5]Junyoung Byun, Seungju Cho, Myung-Joon Kwon, Heeseon Kim, Changick Kim:
Improving the Transferability of Targeted Adversarial Examples through Object-Based Diverse Input. CoRR abs/2203.09123 (2022) - 2021
- [j3]Yunyoung Lee, Bumho Son, Huisu Jang, Junyoung Byun, Taeho Yoon, Jaewook Lee:
Atomic cross-chain settlement model for central banks digital currency. Inf. Sci. 580: 838-856 (2021) - [j2]Woojin Lee, Hyungjin Ko, Junyoung Byun, Taeho Yoon, Jaewook Lee:
Fair Clustering with Fair Correspondence Distribution. Inf. Sci. 581: 155-178 (2021) - [c7]Hyojun Go, Junyoung Byun, Changick Kim:
Rethinking Training Schedules For Verifiably Robust Networks. ICIP 2021: 464-468 - [c6]Hyojun Go, Junyoung Byun, Byeongjun Park, Myung-Ae Choi, Seunghwa Yoo, Changick Kim:
Fine-Grained Multi-Class Object Counting. ICIP 2021: 509-513 - [c5]Seungjun Jung, Junyoung Byun, Kyujin Shim, Sanghyun Hwang, Changick Kim:
Understanding Vqa For Negative Answers Through Visual And Linguistic Inference. ICIP 2021: 2873-2877 - [c4]Junyoung Byun, Woojin Lee, Jaewook Lee:
Parameter-free HE-friendly Logistic Regression. NeurIPS 2021: 8457-8468 - [i4]Junyoung Byun, Hyojun Go, Changick Kim:
Small Input Noise is Enough to Defend Against Query-based Black-box Attacks. CoRR abs/2101.04829 (2021) - [i3]Junyoung Byun, Hyojun Go, Changick Kim:
Geometrically Adaptive Dictionary Attack on Face Recognition. CoRR abs/2111.04371 (2021) - 2020
- [j1]Saerom Park, Junyoung Byun, Joohee Lee, Jung Hee Cheon, Jaewook Lee:
HE-Friendly Algorithm for Privacy-Preserving SVM Training. IEEE Access 8: 57414-57425 (2020) - [c3]Kyujin Shim, Junyoung Byun, Changick Kim:
Multi-Step Quantization Of A Multi-Scale Network For Crowd Counting. ICIP 2020: 683-687 - [i2]Seunghan Yang, Hyoungseob Park, Junyoung Byun, Changick Kim:
Robust Federated Learning with Noisy Labels. CoRR abs/2012.01700 (2020)
2010 – 2019
- 2019
- [c2]Saerom Park, Jaewook Lee, Jung Hee Cheon, Juhee Lee, Jaeyun Kim, Junyoung Byun:
Security-preserving Support Vector Machine with Fully Homomorphic Encryption. SafeAI@AAAI 2019 - [i1]Junyoung Byun, Kyujin Shim, Changick Kim:
BitNet: Learning-Based Bit-Depth Expansion. CoRR abs/1910.04397 (2019) - 2018
- [c1]Junyoung Byun, Kyujin Shim, Changick Kim:
BitNet: Learning-Based Bit-Depth Expansion. ACCV (2) 2018: 67-82
Coauthor Index
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