SeokHwan Choi

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 16

Top Topics

Intrusion Detection

Generation Method

Top Venues

Future Gener. Comput. Syst.

Publications

SeokHwan Choi, Jin-Myeong Shin, Yoon-Ho Choi
PIHA: Detection method using perceptual image hashing against query-based adversarial attacks. Future Gener. Comput. Syst. 145 (2023)
Tae-Hoon Kim, SeokHwan Choi, Yoon-Ho Choi
Instance-Agnostic and Practical Clean Label Backdoor Attack Method for Deep Learning Based Face Recognition Models. IEEE Access 11 (2023)
SeonJin Hwang, SeokHwan Choi, Jin-Myeong Shin, Yoon-Ho Choi
CodeNet: Code-Targeted Convolutional Neural Network Architecture for Smart Contract Vulnerability Detection. IEEE Access 10 (2022)
SeokHwan Choi, Jin-Myeong Shin, Peng Liu, Yoon-Ho Choi
ARGAN: Adversarially Robust Generative Adversarial Networks for Deep Neural Networks Against Adversarial Examples. IEEE Access 10 (2022)
SeokHwan Choi, Tae-u Bahk, Sungyong Ahn, Yoon-Ho Choi
Clustering Approach for Detecting Multiple Types of Adversarial Examples. Sensors 22 (10) (2022)
SeokHwan Choi, Jin-Myeong Shin, Peng Liu, Yoon-Ho Choi
EEJE: Two-Step Input Transformation for Robust DNN Against Adversarial Examples. IEEE Trans. Netw. Sci. Eng. 8 (2) (2021)
Jin-Myeong Shin, SeokHwan Choi, Yoon-Ho Choi
Is Homomorphic Encryption-Based Deep Learning Secure Enough? Sensors 21 (23) (2021)
DongHyun Ko, SeokHwan Choi, Jin-Myeong Shin, Peng Liu, Yoon-Ho Choi
Structural Image De-Identification for Privacy-Preserving Deep Learning. IEEE Access 8 (2020)
DongHyun Ko, SeokHwan Choi, Sungyong Ahn, Yoon-Ho Choi
Robust Indoor Localization Methods Using Random Forest-Based Filter against MAC Spoofing Attack. Sensors 20 (23) (2020)
SeokHwan Choi, Jin-Myeong Shin, Peng Liu, Yoon-Ho Choi
Robustness Analysis of CNN-based Malware Family Classification Methods Against Various Adversarial Attacks. CNS (2019)
Jin-Myeong Shin, SeokHwan Choi, Peng Liu, Yoon-Ho Choi
Unsupervised multi-stage attack detection framework without details on single-stage attacks. Future Gener. Comput. Syst. 100 (2019)
SeokHwan Choi, Jin-Myeong Shin, Yoon-Ho Choi
Dynamic Nonparametric Random Forest Using Covariance. Secur. Commun. Networks 2019 (2019)
Doo-Hee Hwang, SeokHwan Choi, Jin-Myeong Shin, Giltae Song, Yoon-Ho Choi
Privacy-Preserving Compressed Reference-Oriented Alignment Map Using Decentralized Storage. IEEE Access 6 (2018)
SeokHwan Choi, DongHyun Ko, SeonJin Hwang, Yoon-Ho Choi
Memory-Efficient Random Forest Generation Method for Network Intrusion Detection. ICUFN (2018)
SeokHwan Choi, Doo-Hee Hwang, Yoon-Ho Choi
Wireless intrusion prevention system using dynamic random forest against wireless MAC spoofing attack. DSC (2017)
Yoon-Ho Choi, WooJin Park, SeokHwan Choi, Seung-Woo Seo
STEAL: Service Time-Aware Load balancer on many-core processors for fast intrusion detection. INFOCOM Workshops (2016)
SeokHwan Choi, Da-Hyeon Kim, Yoon-Ho Choi
Timely login status control using mobile app. CNS (2015)