| 2025 | EMNLP | Safeguarding Privacy of Retrieval Data against Membership Inference Attacks: Is This Query Too Close to Home? | Yujin Choi, Youngjoo Park, Junyoung Byun, Jaewook Lee, Jinseong Park |
| 2023 | CVPR | 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 |
| 2023 | ICIP | Improving Adversarial Transferability Via Feature Translation. | Yoonji Kim, Seungju Cho, Junyoung Byun, Myung-Joon Kwon, Changick Kim |
| 2023 | IJCAI | Fast and Differentially Private Fair Clustering. | Junyoung Byun, Jaewook Lee |
| 2022 | CVPR | Improving the Transferability of Targeted Adversarial Examples through Object-Based Diverse Input. | Junyoung Byun, Seungju Cho, Myung-Joon Kwon, Hee-Seon Kim, Changick Kim |
| 2022 | ICIP | Exploiting Doubly Adversarial Examples for Improving Adversarial Robustness. | Junyoung Byun, Hyojun Go, Seungju Cho, Changick Kim |
| 2022 | ICIP | Hidden Conditional Adversarial Attacks. | Junyoung Byun, Kyujin Shim, Hyojun Go, Changick Kim |
| 2022 | ICIP | Adversarial Training with Channel Attention Regularization. | Seungju Cho, Junyoung Byun, Myung-Joon Kwon, Yoonji Kim, Changick Kim |
| 2022 | ICIP | Adaptive Warping Network for Transferable Adversarial Attacks. | Minji Son, Myung-Joon Kwon, Hee-Seon Kim, Junyoung Byun, Seungju Cho, Changick Kim |
| 2022 | WWW | Privacy-Preserving Fair Learning of Support Vector Machine with Homomorphic Encryption. | Saerom Park, Junyoung Byun, Joohee Lee |
| 2022 | WACV | Geometrically Adaptive Dictionary Attack on Face Recognition. | Junyoung Byun, Hyojun Go, Changick Kim |
| 2022 | WACV | On the Effectiveness of Small Input Noise for Defending Against Query-based Black-Box Attacks. | Junyoung Byun, Hyojun Go, Changick Kim |
| 2021 | ICIP | Rethinking Training Schedules For Verifiably Robust Networks. | Hyojun Go, Junyoung Byun, Changick Kim |
| 2021 | ICIP | Fine-Grained Multi-Class Object Counting. | Hyojun Go, Junyoung Byun, Byeongjun Park, Myung-Ae Choi, Seunghwa Yoo, Changick Kim |
| 2021 | ICIP | Understanding Vqa For Negative Answers Through Visual And Linguistic Inference. | Seungjun Jung, Junyoung Byun, Kyujin Shim, Sanghyun Hwang, Changick Kim |
| 2020 | ICIP | Multi-Step Quantization Of A Multi-Scale Network For Crowd Counting. | Kyujin Shim, Junyoung Byun, Changick Kim |
| 2019 | AAAI | Security-preserving Support Vector Machine with Fully Homomorphic Encryption. | Saerom Park, Jaewook Lee, Jung Hee Cheon, Juhee Lee, Jaeyun Kim, Junyoung Byun |
| 2018 | ACCV | BitNet: Learning-Based Bit-Depth Expansion. | Junyoung Byun, Kyujin Shim, Changick Kim |