SeokHwan Choi

Orcid: 0000-0003-3590-6024

According to our database1, SeokHwan Choi authored at least 17 papers between 2015 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
PIHA: Detection method using perceptual image hashing against query-based adversarial attacks.
Future Gener. Comput. Syst., August, 2023

Instance-Agnostic and Practical Clean Label Backdoor Attack Method for Deep Learning Based Face Recognition Models.
IEEE Access, 2023

2022
Clustering Approach for Detecting Multiple Types of Adversarial Examples.
Sensors, 2022

CodeNet: Code-Targeted Convolutional Neural Network Architecture for Smart Contract Vulnerability Detection.
IEEE Access, 2022

ARGAN: Adversarially Robust Generative Adversarial Networks for Deep Neural Networks Against Adversarial Examples.
IEEE Access, 2022

2021
EEJE: Two-Step Input Transformation for Robust DNN Against Adversarial Examples.
IEEE Trans. Netw. Sci. Eng., 2021

Is Homomorphic Encryption-Based Deep Learning Secure Enough?
Sensors, 2021

2020
Robust Indoor Localization Methods Using Random Forest-Based Filter against MAC Spoofing Attack.
Sensors, 2020

Structural Image De-Identification for Privacy-Preserving Deep Learning.
IEEE Access, 2020

2019
Dynamic Nonparametric Random Forest Using Covariance.
Secur. Commun. Networks, 2019

Unsupervised multi-stage attack detection framework without details on single-stage attacks.
Future Gener. Comput. Syst., 2019

Robustness Analysis of CNN-based Malware Family Classification Methods Against Various Adversarial Attacks.
Proceedings of the 7th IEEE Conference on Communications and Network Security, 2019

2018
Privacy-Preserving Compressed Reference-Oriented Alignment Map Using Decentralized Storage.
IEEE Access, 2018

Memory-Efficient Random Forest Generation Method for Network Intrusion Detection.
Proceedings of the Tenth International Conference on Ubiquitous and Future Networks, 2018

2017
Wireless intrusion prevention system using dynamic random forest against wireless MAC spoofing attack.
Proceedings of the IEEE Conference on Dependable and Secure Computing, 2017

2016
STEAL: Service Time-Aware Load balancer on many-core processors for fast intrusion detection.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

2015
Timely login status control using mobile app.
Proceedings of the 2015 IEEE Conference on Communications and Network Security, 2015


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