Seok-Hwan Choi

22 papers Journal 19Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
FAMF: Robust Feature-Level Adversarial Attack on Metric-Based Few-Shot Learning Models.
IEEE Access
Gwang-Nam Kim, Han-Ju Lee, In-Woong Jeong, Jin-Myeong Shin, Seok-Hwan Choi
2025 J jnl
AB-VIP: Attack Method Using Brightness Information for Visibility Improvement of Adversarial Perturbations on the NMS Algorithm.
IEEE Access
Gwang-Nam Kim, Han-Ju Lee, Han-Jin Lee, Hyeon-Jin Jung, Seok-Hwan Choi
2025 J jnl
DPAC: Distribution-Preserving Adversarial Control for Diffusion Sampling.
CoRR
Han-Jin Lee, Han-Ju Lee, Jin-Seong Kim, Seok-Hwan Choi
2025 J jnl
MalFormer: A Novel Vision Transformer Model for Robust Malware Analysis.
IEEE Access
In-Woong Jeong, Han-Ju Lee, Gwang-Nam Kim, Seok-Hwan Choi
2025 J jnl
POSES: Patch Optimization Strategies for Efficiency and Stealthiness Using eXplainable AI.
IEEE Access
Han-Ju Lee, Jin-Seong Kim, Han-Jin Lee, Seok-Hwan Choi
2024 J jnl
Advanced Analysis of Learning-Based Spam Email Filtering Methods Based on Feature Distribution Differences of Dataset.
IEEE Access
Jin-Seong Kim, Han-Jin Lee, Han-Ju Lee, Seok-Hwan Choi
2023 J jnl
Instance-Agnostic and Practical Clean Label Backdoor Attack Method for Deep Learning Based Face Recognition Models.
IEEE Access
Tae-Hoon Kim, Seok-Hwan Choi, Yoon-Ho Choi
2023 J jnl
PIHA: Detection method using perceptual image hashing against query-based adversarial attacks.
Future Gener. Comput. Syst.
Seok-Hwan Choi, Jin-Myeong Shin, Yoon-Ho Choi
2022 J jnl
A Study on Prevention and Automatic Recovery of Blockchain Networks Against Persistent Censorship Attacks.
IEEE Access
Jae-Seok Kim, Jin-Myeong Shin, Seok-Hwan Choi, Yoon-Ho Choi
2022 J jnl
ARGAN: Adversarially Robust Generative Adversarial Networks for Deep Neural Networks Against Adversarial Examples.
IEEE Access
Seok-Hwan Choi, Jin-Myeong Shin, Peng Liu, Yoon-Ho Choi
2022 J jnl
Clustering Approach for Detecting Multiple Types of Adversarial Examples.
Sensors
Seok-Hwan Choi, Tae-u Bahk, Sungyong Ahn, Yoon-Ho Choi
2022 J jnl
CodeNet: Code-Targeted Convolutional Neural Network Architecture for Smart Contract Vulnerability Detection.
IEEE Access
Seonjin Hwang, Seok-Hwan Choi, Jin-Myeong Shin, Yoon-Ho Choi
2021 J jnl
EEJE: Two-Step Input Transformation for Robust DNN Against Adversarial Examples.
IEEE Trans. Netw. Sci. Eng.
Seok-Hwan Choi, Jin-Myeong Shin, Peng Liu, Yoon-Ho Choi
2021 J jnl
Is Homomorphic Encryption-Based Deep Learning Secure Enough?
Sensors
Jin-Myeong Shin, Seok-Hwan Choi, Yoon-Ho Choi
2020 J jnl
Robust Indoor Localization Methods Using Random Forest-Based Filter against MAC Spoofing Attack.
Sensors
DongHyun Ko, Seok-Hwan Choi, Sungyong Ahn, Yoon-Ho Choi
2020 J jnl
Structural Image De-Identification for Privacy-Preserving Deep Learning.
IEEE Access
DongHyun Ko, Seok-Hwan Choi, Jin-Myeong Shin, Peng Liu, Yoon-Ho Choi
2019 J jnl
Dynamic Nonparametric Random Forest Using Covariance.
Secur. Commun. Networks
Seok-Hwan Choi, Jin-Myeong Shin, Yoon-Ho Choi
2019 — conf
Robustness Analysis of CNN-based Malware Family Classification Methods Against Various Adversarial Attacks.
CNS
Seok-Hwan Choi, Jin-Myeong Shin, Peng Liu, Yoon-Ho Choi
2019 J jnl
Unsupervised multi-stage attack detection framework without details on single-stage attacks.
Future Gener. Comput. Syst.
Jin-Myeong Shin, Seok-Hwan Choi, Peng Liu, Yoon-Ho Choi
2018 — conf
Memory-Efficient Random Forest Generation Method for Network Intrusion Detection.
ICUFN
Seok-Hwan Choi, DongHyun Ko, Seonjin Hwang, Yoon-Ho Choi
2018 J jnl
Privacy-Preserving Compressed Reference-Oriented Alignment Map Using Decentralized Storage.
IEEE Access
Doo-Hee Hwang, Seok-Hwan Choi, Jin-Myeong Shin, Giltae Song, Yoon-Ho Choi
2017 — conf
Wireless intrusion prevention system using dynamic random forest against wireless MAC spoofing attack.
DSC
Seok-Hwan Choi, Doo-Hee Hwang, Yoon-Ho Choi