Jae-Hwan Jeong, Gwang-Nam Kim, Seok-Hwan Choi "Two-Stage Filtering-Based Video Augmentation Strategy for rPPG-Based Deepfake Detection under Class Imbalance", Journal of Korean Institute of Intelligent Systems (JKIIS), Dec. 2025.

Chan-Seok Oh, In-Woong Jeong, Seok-Hwan Choi "LGGAN: Local-Global Guided Generative Adversarial Network for Adverse-Weather Image Restoration", Journal of Korean Institute of Intelligent Systems (JKIIS), Dec. 2025.

Han-Ju Lee, Gwang-Nam Kim, Seok-Hwan Choi "Electrocardiogram Signal De-Identification Methods for Enhancing Robustness against Membership Inference Attacks", Journal of the Korea Institute of Information Security & Cryptology (KIISC), Feb. 2025.

In-Woong Jeong, Han-Jin Lee, Jae-Hwan Jeong, Seok-Hwan Choi "A Study on Malware Family Classification Method based on Separable Vision Transformer Using Sharpness-Aware Minimization", Journal of Korean Institute of Intelligent Systems (JKIIS), Aug. 2024.

Hyeon-Jin Jeong, Gwang-Nam Kim, Han-Ju Lee, Han-Jin Lee, Seok-Hwan Choi "NSL-MHA : Proposing an Adversarial Training Method for Cloud Anomaly Detection Model", Journal of Korean Institute of Intelligent Systems (JKIIS), Aug. 2024.

Seok-Won Hong, Jin-Seong Kim, Hee-Jun Park, Seok-Hwan Choi "Graph Generation Algorithm Based on Multi-Sessionization for Wireless Network Intrusion Detection", KIISE Transactions on Computing Practices (KTCP), Jul. 2024.

Gwang-Nam Kim, Han-Ju Lee, Han-Jin Lee, Seok-Hwan Choi "ECG Data De-identification-based Defense Methods against Model Extraction Attack", Journal of Korean Institute of Intelligent Systems (JKIIS), Jun. 2024.

Han-Jin Lee, In-Woong Jeong, Jae-Hwan Jeong, Seok-Hwan Choi "Improving Graph-Based Malware Detection Performance using Centrality Features", Journal of Korean Institute of Intelligent Systems (JKIIS), Apr. 2024.

Hee-Jun Park, Tae-Won Jung, Han-Ju Lee, Seok-Hwan Choi "Investigating the Vulnerability of 3D Point Cloud Classifiers to Backdoor Attacks Leveraging Transfer Learning", Journal of Korean Institute of Intelligent Systems (JKIIS), Apr. 2024.

Hyeon-Jin Jeong, Seok-Won Hong, Jin-Seong Kim, Seok-Hwan Choi "Cloud Anomaly Detection Method Using 1-D STM Block-based CNN Model", Journal of Korean Institute of Intelligent Systems (JKIIS), Feb. 2024.

Seok-Hwan Choi, Hyeong-Geon Kim, Yoon-Ho Choi “An Adversarial Attack Type Classification Method Using Linear Discriminant Analysis and k-means Algorithm”, Journal of the Korea Institute of Information Security and Cryptology (JKIISC), Dec. 2021.

Hyeong-Geon Kim, Seok-Hwan Choi, Kwang-Wook Yun, Yoon-Ho Choi “Web-based Privacy Impact Assessment System Through Automatic Collection of Membership Terms Information”, KIISE Transactions on Computing Practices, Sep. 2019.

DongHyun Ko, Seok-Hwan Choi, Seon-Jin Hwang, Yoon-Ho Choi “Cryptojacking Attack Using Pastejacking and Defense Method”, The Journal of Korean Institute of Communications and Information Sciences, Aug. 2019.

Kwang-Wook Yun, Seok-Hwan Choi, Sang-Un An, Jeong-Goo Kim, Yoon-Ho Choi “Implementing a Dedicated WIPS Sensor Using Raspberry Pi”, KIISE Transactions on Computing Practices, Jul. 2017.

Seok-Hwan Choi, Junho Kwon, Yoon-Ho Choi “Real-Time User Login Account Access Management Using Mobile App”, KIISE Transactions on Computing Practices, Jun. 2017.