Hyun Kwon

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 53

Top Topics

Classification Systems

Speech Recognition

Top Venues

IEICE Trans. Inf. Syst.

Multim. Tools Appl.

Publications

Hyun Kwon, Jun Lee
AdvGuard: Fortifying Deep Neural Networks Against Optimized Adversarial Example Attack. IEEE Access 12 (2024)
Hyun Kwon
AudioGuard: Speech Recognition System Robust against Optimized Audio Adversarial Examples. Multim. Tools Appl. 83 (20) (2024)
Hyun Kwon
Dual-Targeted Textfooler Attack on Text Classification Systems. IEEE Access 11 (2023)
Hyun Kwon, Sanghyun Lee
Erratum to 'Ensemble transfer attack targeting text classification systems' [Computers & Security 117 (2022) 1-8/ 102695]. Comput. Secur. 124 (2023)
Hyun Kwon, Sanghyun Lee
Detecting textual adversarial examples through text modification on text classification systems. Appl. Intell. 53 (16) (2023)
Hyun Kwon
Toward Selective Adversarial Attack for Gait Recognition Systems Based on Deep Neural Network. IEICE Trans. Inf. Syst. 106 (2) (2023)
Hyun Kwon, Seung-Hun Nam
Audio adversarial detection through classification score on speech recognition systems. Comput. Secur. 126 (2023)
Hyun Kwon
Adversarial image perturbations with distortions weighted by color on deep neural networks. Multim. Tools Appl. 82 (9) (2023)
Yongrae Kim, Hyunmin Gwak, Jaehoon Oh, Minho Kang, Jinkyu Kim, Hyun Kwon, Sunghwan Kim
CloudNet: A LiDAR-Based Face Anti-Spoofing Model That Is Robust Against Light Variation. IEEE Access 11 (2023)
Kyoungmin Ko, Sunghwan Kim, Hyun Kwon
Multi-targeted audio adversarial example for use against speech recognition systems. Comput. Secur. 128 (2023)
Hyun Kwon, Changhyun Cho, Jun Lee
Priority Evasion Attack: An Adversarial Example That Considers the Priority of Attack on Each Classifier. IEICE Trans. Inf. Syst. (11) (2022)
Hyun Kwon, Sanghyun Lee
Ensemble transfer attack targeting text classification systems. Comput. Secur. 117 (2022)
Hyun Kwon, Yongchul Kim
BlindNet backdoor: Attack on deep neural network using blind watermark. Multim. Tools Appl. 81 (5) (2022)
Hyun Kwon, Yongchul Kim
Toward Selective Membership Inference Attack against Deep Learning Model. IEICE Trans. Inf. Syst. (11) (2022)
Minsoo Lee, Hyun Kwon, Hyunsoo Yoon
Compliance-Driven Cybersecurity Planning Based on Formalized Attack Patterns for Instrumentation and Control Systems of Nuclear Power Plants. Secur. Commun. Networks 2022 (2022)
Hyun Kwon
Multi-Model Selective Backdoor Attack with Different Trigger Positions. IEICE Trans. Inf. Syst. (1) (2022)
Hyun Kwon, Kyoungmin Ko, Sunghwan Kim
Optimized Adversarial Example With Classification Score Pattern Vulnerability Removed. IEEE Access 10 (2022)
Hyun Kwon, Sunghwan Cho
Multi-Targeted Poisoning Attack in Deep Neural Networks. IEICE Trans. Inf. Syst. (11) (2022)
Hyun Kwon, Jongwook Jeong
AdvU-Net: Generating Adversarial Example Based on Medical Image and Targeting U-Net Model. J. Sensors 2022 (2022)
Hyun Kwon, Sanghyun Lee
Friend-guard adversarial noise designed for electroencephalogram-based brain-computer interface spellers. Neurocomputing 506 (2022)
Ravikumar V. Chakaravarthy, Hyun Kwon, Hua Jiang
Vision Control Unit in Fully Self Driving Vehicles using Xilinx MPSoC and Opensource Stack. ASP-DAC (2021)
Hyun Kwon, Hyunsoo Yoon, Daeseon Choi
Data Correction For Enhancing Classification Accuracy By Unknown Deep Neural Network Classifiers. KSII Trans. Internet Inf. Syst. 15 (9) (2021)
Hyun Kwon, Yongchul Kim, Hyunsoo Yoon, Daeseon Choi
Classification score approach for detecting adversarial example in deep neural network. Multim. Tools Appl. 80 (7) (2021)
Hyun Kwon
MedicalGuard: U-Net Model Robust against Adversarially Perturbed Images. Secur. Commun. Networks 2021 (2021)
Kyoungmin Ko, Hyunmin Gwak, Nalinh Thoummala, Hyun Kwon, Sunghwan Kim
SqueezeFace: Integrative Face Recognition Methods with LiDAR Sensors. J. Sensors 2021 (2021)
Hyun Kwon, Jang-Woon Baek
Adv-Plate Attack: Adversarially Perturbed Plate for License Plate Recognition System. J. Sensors 2021 (2021)
Hyun Kwon, Jun Lee
Diversity Adversarial Training against Adversarial Attack on Deep Neural Networks. Symmetry 13 (3) (2021)
Hyun Kwon, Hyunsoo Yoon, Ki-Woong Park
FriendNet Backdoor: Indentifying Backdoor Attack that is safe for Friendly Deep Neural Network. ICSIM (2020)
Hyun Kwon, Hyunsoo Yoon, Ki-Woong Park
Robust CAPTCHA Image Generation Enhanced with Adversarial Example Methods. IEICE Trans. Inf. Syst. (4) (2020)
Hyun Kwon, Yongchul Kim, Hyunsoo Yoon, Daeseon Choi
Selective Audio Adversarial Example in Evasion Attack on Speech Recognition System. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Hyun Kwon, Hyunsoo Yoon, Ki-Woong Park
Acoustic-decoy: Detection of adversarial examples through audio modification on speech recognition system. Neurocomputing 417 (2020)
Hyun Kwon, Jungmin Roh, Hyunsoo Yoon, Ki-Woong Park
TargetNet Backdoor: Attack on Deep Neural Network with Use of Different Triggers. ICIIT (2020)
Hyun Kwon
Detecting Backdoor Attacks via Class Difference in Deep Neural Networks. IEEE Access 8 (2020)
Hyun Kwon, Hyunsoo Yoon, Ki-Woong Park
CAPTCHA Image Generation: Two-Step Style-Transfer Learning in Deep Neural Networks. Sensors 20 (5) (2020)
Hyun Kwon, Hyunsoo Yoon, Ki-Woong Park
Multi-Targeted Backdoor: Indentifying Backdoor Attack for Multiple Deep Neural Networks. IEICE Trans. Inf. Syst. (4) (2020)
Hyun Kwon, Hyunsoo Yoon, Daeseon Choi
Restricted Evasion Attack: Generation of Restricted-Area Adversarial Example. IEEE Access 7 (2019)
Hyun Kwon, Yongchul Kim, Hyunsoo Yoon, Daeseon Choi
Selective Untargeted Evasion Attack: An Adversarial Example That Will Not Be Classified as Certain Avoided Classes. IEEE Access 7 (2019)
Hyun Kwon, Hyunsoo Yoon, Daeseon Choi
Priority Adversarial Example in Evasion Attack on Multiple Deep Neural Networks. ICAIIC (2019)
Ohmin Kwon, Hyun Kwon, Hyunsoo Yoon
Rootkit inside GPU Kernel Execution. IEICE Trans. Inf. Syst. (11) (2019)
Hyun Kwon, Hyunsoo Yoon, Ki-Woong Park
CAPTCHA Image Generation Using Style Transfer Learning in Deep Neural Network. WISA (2019)
Hyun Kwon, Hyunsoo Yoon, Ki-Woong Park
Selective Poisoning Attack on Deep Neural Network to Induce Fine-Grained Recognition Error. AIKE (2019)
Hyun Kwon, Hyunsoo Yoon, Ki-Woong Park
. Symmetry 11 (7) (2019)
Hyun Kwon, Hyunsoo Yoon, Ki-Woong Park
POSTER: Detecting Audio Adversarial Example through Audio Modification. CCS (2019)
Hyun Kwon, Ohmin Kwon, Hyunsoo Yoon, Ki-Woong Park
Face Friend-Safe Adversarial Example on Face Recognition System. ICUFN (2019)
Hyun Kwon, Yongchul Kim, Hyunsoo Yoon, Daeseon Choi
Fooling a Neural Network in Military Environments: Random Untargeted Adversarial Example. MILCOM (2018)
Hyun Kwon, Yongchul Kim, Hyunsoo Yoon, Daeseon Choi
One-Pixel Adversarial Example that Is Safe for Friendly Deep Neural Networks. WISA (2018)
Hyun Kwon, Yongchul Kim, Ki-Woong Park, Hyunsoo Yoon, Daeseon Choi
Advanced Ensemble Adversarial Example on Unknown Deep Neural Network Classifiers. IEICE Trans. Inf. Syst. (10) (2018)
Hyun Kwon, Yongchul Kim, Hyunsoo Yoon, Daeseon Choi
Random Untargeted Adversarial Example on Deep Neural Network. Symmetry 10 (12) (2018)
Hyun Kwon, Yongchul Kim, Ki-Woong Park, Hyunsoo Yoon, Daeseon Choi
Friend-safe evasion attack: An adversarial example that is correctly recognized by a friendly classifier. Comput. Secur. 78 (2018)
Hyun Kwon, Yongchul Kim, Ki-Woong Park, Hyunsoo Yoon, Daeseon Choi
Multi-Targeted Adversarial Example in Evasion Attack on Deep Neural Network. IEEE Access 6 (2018)
Hyun Kwon, Hyunsoo Yoon, Daeseon Choi
POSTER: Zero-Day Evasion Attack Analysis on Race between Attack and Defense. AsiaCCS (2018)
Hyun Kwon, Yongchul Kim, Hyunsoo Yoon, Daeseon Choi
CAPTCHA Image Generation Systems Using Generative Adversarial Networks. IEICE Trans. Inf. Syst. (2) (2018)
Hyun Kwon, Hyunsoo Yoon, Daeseon Choi
Friend-Safe Adversarial Examples in an Evasion Attack on a Deep Neural Network. ICISC (2017)