Junyoung Byun

According to our database, Junyoung Byun authored at least 29 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Improving the utility of differentially private clustering through dynamical processing.

Junyoung Byun, Yujin Choi, Jaewook Lee

Pattern Recognit., 2025

2024

Enhancing Robustness of Multi-Object Trackers With Temporal Feature Mix.

Kyujin Shim, Junyoung Byun, Kangwook Ko, Jubi Hwang, Changick Kim

IEEE Trans. Circuits Syst. Video Technol., October, 2024

Privacy-preserving inference resistant to model extraction attacks.

Junyoung Byun, Yujin Choi, Jaewook Lee, Saerom Park

Expert Syst. Appl., 2024

2023

Efficient homomorphic encryption framework for privacy-preserving regression.

Junyoung Byun, Saerom Park, Yujin Choi, Jaewook Lee

Appl. Intell., May, 2023

Efficient differentially private kernel support vector classifier for multi-class classification.

Jinseong Park, Yujin Choi, Junyoung Byun, Jaewook Lee, Saerom Park

Inf. Sci., 2023

Fast and Differentially Private Fair Clustering.

Junyoung Byun, Jaewook Lee

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Improving Adversarial Transferability Via Feature Translation.

Yoonji Kim, Seungju Cho, Junyoung Byun, Myung-Joon Kwon, Changick Kim

Proceedings of the IEEE International Conference on Image Processing, 2023

Introducing Competition to Boost the Transferability of Targeted Adversarial Examples Through Clean Feature Mixup.

Junyoung Byun, Myung-Joon Kwon, Seungju Cho, Yoonji Kim, Changick Kim

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Variational cycle-consistent imputation adversarial networks for general missing patterns.

Woojin Lee, Sungyoon Lee, Junyoung Byun, Hoki Kim, Jaewook Lee

Pattern Recognit., 2022

Robust Federated Learning With Noisy Labels.

Seunghan Yang, Hyoungseob Park, Junyoung Byun, Changick Kim

IEEE Intell. Syst., 2022

Privacy-Preserving Fair Learning of Support Vector Machine with Homomorphic Encryption.

Saerom Park, Junyoung Byun, Joohee Lee

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

On the Effectiveness of Small Input Noise for Defending Against Query-based Black-Box Attacks.

Junyoung Byun, Hyojun Go, Changick Kim

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Geometrically Adaptive Dictionary Attack on Face Recognition.

Junyoung Byun, Hyojun Go, Changick Kim

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Adaptive Warping Network for Transferable Adversarial Attacks.

Minji Son, Myung-Joon Kwon, Heeseon Kim, Junyoung Byun, Seungju Cho, Changick Kim

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Adversarial Training with Channel Attention Regularization.

Seungju Cho, Junyoung Byun, Myung-Joon Kwon, Yoonji Kim, Changick Kim

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Hidden Conditional Adversarial Attacks.

Junyoung Byun, Kyujin Shim, Hyojun Go, Changick Kim

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Exploiting Doubly Adversarial Examples for Improving Adversarial Robustness.

Junyoung Byun, Hyojun Go, Seungju Cho, Changick Kim

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Improving the Transferability of Targeted Adversarial Examples through Object-Based Diverse Input.

Junyoung Byun, Seungju Cho, Myung-Joon Kwon, Heeseon Kim, Changick Kim

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Atomic cross-chain settlement model for central banks digital currency.

Yunyoung Lee, Bumho Son, Huisu Jang, Junyoung Byun, Taeho Yoon, Jaewook Lee

Inf. Sci., 2021

Fair Clustering with Fair Correspondence Distribution.

Woojin Lee, Hyungjin Ko, Junyoung Byun, Taeho Yoon, Jaewook Lee

Inf. Sci., 2021

Small Input Noise is Enough to Defend Against Query-based Black-box Attacks.

Junyoung Byun, Hyojun Go, Changick Kim

CoRR, 2021

Parameter-free HE-friendly Logistic Regression.

Junyoung Byun, Woojin Lee, Jaewook Lee

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Understanding Vqa For Negative Answers Through Visual And Linguistic Inference.

Seungjun Jung, Junyoung Byun, Kyujin Shim, Sanghyun Hwang, Changick Kim

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Fine-Grained Multi-Class Object Counting.

Hyojun Go, Junyoung Byun, Byeongjun Park, Myung-Ae Choi, Seunghwa Yoo, Changick Kim

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Rethinking Training Schedules For Verifiably Robust Networks.

Hyojun Go, Junyoung Byun, Changick Kim

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

HE-Friendly Algorithm for Privacy-Preserving SVM Training.

Saerom Park, Junyoung Byun, Joohee Lee, Jung Hee Cheon, Jaewook Lee

IEEE Access, 2020

Multi-Step Quantization Of A Multi-Scale Network For Crowd Counting.

Kyujin Shim, Junyoung Byun, Changick Kim

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Security-preserving Support Vector Machine with Fully Homomorphic Encryption.

Saerom Park, Jaewook Lee, Jung Hee Cheon, Juhee Lee, Jaeyun Kim, Junyoung Byun

Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the Thirty-Third AAAI Conference on Artificial Intelligence 2019 (AAAI-19), 2019

2018

BitNet: Learning-Based Bit-Depth Expansion.

Junyoung Byun, Kyujin Shim, Changick Kim

Proceedings of the Computer Vision - ACCV 2018, 2018