Junyoung Byun

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 33

Top Topics

Face Recognition

Privacy Preserving

Countermeasures

Support Vector Machine

Top Venues

Publications

Junyoung Byun, Yujin Choi, Jaewook Lee, Saerom Park
Privacy-preserving inference resistant to model extraction attacks. Expert Syst. Appl. 256 (2024)
Junyoung Byun, Yujin Choi, Jaewook Lee
Improving the Utility of Differentially Private Clustering through Dynamical Processing. CoRR (2023)
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 (2023)
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)
Jinseong Park, Yujin Choi, Junyoung Byun, Jaewook Lee, Saerom Park
Efficient differentially private kernel support vector classifier for multi-class classification. Inf. Sci. 619 (2023)
Yoonji Kim, Seungju Cho, Junyoung Byun, Myung-Joon Kwon, Changick Kim
Improving Adversarial Transferability Via Feature Translation. ICIP (2023)
Junyoung Byun, Saerom Park, Yujin Choi, Jaewook Lee
Efficient homomorphic encryption framework for privacy-preserving regression. Appl. Intell. 53 (9) (2023)
Junyoung Byun, Jaewook Lee
Fast and Differentially Private Fair Clustering. IJCAI (2023)
Seungju Cho, Junyoung Byun, Myung-Joon Kwon, Yoonji Kim, Changick Kim
Adversarial Training with Channel Attention Regularization. ICIP (2022)
Minji Son, Myung-Joon Kwon, Heeseon Kim, Junyoung Byun, Seungju Cho, Changick Kim
Adaptive Warping Network for Transferable Adversarial Attacks. ICIP (2022)
Woojin Lee, Sungyoon Lee, Junyoung Byun, Hoki Kim, Jaewook Lee
Variational cycle-consistent imputation adversarial networks for general missing patterns. Pattern Recognit. 129 (2022)
Saerom Park, Junyoung Byun, Joohee Lee
Privacy-Preserving Fair Learning of Support Vector Machine with Homomorphic Encryption. WWW (2022)
Junyoung Byun, Kyujin Shim, Hyojun Go, Changick Kim
Hidden Conditional Adversarial Attacks. ICIP (2022)
Junyoung Byun, Hyojun Go, Seungju Cho, Changick Kim
Exploiting Doubly Adversarial Examples for Improving Adversarial Robustness. ICIP (2022)
Junyoung Byun, Hyojun Go, Changick Kim
Geometrically Adaptive Dictionary Attack on Face Recognition. WACV (2022)
Junyoung Byun, Hyojun Go, Changick Kim
On the Effectiveness of Small Input Noise for Defending Against Query-based Black-Box Attacks. WACV (2022)
Seunghan Yang, Hyoungseob Park, Junyoung Byun, Changick Kim
Robust Federated Learning With Noisy Labels. IEEE Intell. Syst. 37 (2) (2022)
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)
Junyoung Byun, Seungju Cho, Myung-Joon Kwon, Heeseon Kim, Changick Kim
Improving the Transferability of Targeted Adversarial Examples through Object-Based Diverse Input. CoRR (2022)
Woojin Lee, Hyungjin Ko, Junyoung Byun, Taeho Yoon, Jaewook Lee
Fair Clustering with Fair Correspondence Distribution. Inf. Sci. 581 (2021)
Junyoung Byun, Woojin Lee, Jaewook Lee
Parameter-free HE-friendly Logistic Regression. NeurIPS (2021)
Hyojun Go, Junyoung Byun, Byeongjun Park, Myung-Ae Choi, Seunghwa Yoo, Changick Kim
Fine-Grained Multi-Class Object Counting. ICIP (2021)
Hyojun Go, Junyoung Byun, Changick Kim
Rethinking Training Schedules For Verifiably Robust Networks. ICIP (2021)
Junyoung Byun, Hyojun Go, Changick Kim
Geometrically Adaptive Dictionary Attack on Face Recognition. CoRR (2021)
Junyoung Byun, Hyojun Go, Changick Kim
Small Input Noise is Enough to Defend Against Query-based Black-box Attacks. CoRR (2021)
Seungjun Jung, Junyoung Byun, Kyujin Shim, Sanghyun Hwang, Changick Kim
Understanding Vqa For Negative Answers Through Visual And Linguistic Inference. ICIP (2021)
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 (2021)
Saerom Park, Junyoung Byun, Joohee Lee, Jung Hee Cheon, Jaewook Lee
HE-Friendly Algorithm for Privacy-Preserving SVM Training. IEEE Access 8 (2020)
Kyujin Shim, Junyoung Byun, Changick Kim
Multi-Step Quantization Of A Multi-Scale Network For Crowd Counting. ICIP (2020)
Seunghan Yang, Hyoungseob Park, Junyoung Byun, Changick Kim
Robust Federated Learning with Noisy Labels. CoRR (2020)
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)
Junyoung Byun, Kyujin Shim, Changick Kim
BitNet: Learning-Based Bit-Depth Expansion. CoRR (2019)
Junyoung Byun, Kyujin Shim, Changick Kim
BitNet: Learning-Based Bit-Depth Expansion. ACCV (2) (2018)