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Hyun Kwon
Publications
- 2021
- [j21]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): 3243-3257 (2021) - [j18]Hyun Kwon, Yongchul Kim, Hyunsoo Yoon, Daeseon Choi:
Classification score approach for detecting adversarial example in deep neural network. Multim. Tools Appl. 80(7): 10339-10360 (2021) - 2020
- [j10]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: 526-538 (2020) - 2019
- [j9]Hyun Kwon, Hyunsoo Yoon, Daeseon Choi:
Restricted Evasion Attack: Generation of Restricted-Area Adversarial Example. IEEE Access 7: 60908-60919 (2019) - [j8]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: 73493-73503 (2019) - [c7]Hyun Kwon, Hyunsoo Yoon, Daeseon Choi:
Priority Adversarial Example in Evasion Attack on Multiple Deep Neural Networks. ICAIIC 2019: 399-404 - 2018
- [j5]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: 46084-46096 (2018) - [j4]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: 380-397 (2018) - [j3]Hyun Kwon, Yongchul Kim, Hyunsoo Yoon, Daeseon Choi:
CAPTCHA Image Generation Systems Using Generative Adversarial Networks. IEICE Trans. Inf. Syst. 101-D(2): 543-546 (2018) - [j2]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. 101-D(10): 2485-2500 (2018) - [j1]Hyun Kwon, Yongchul Kim, Hyunsoo Yoon, Daeseon Choi:
Random Untargeted Adversarial Example on Deep Neural Network. Symmetry 10(12): 738 (2018) - [c4]Hyun Kwon, Hyunsoo Yoon, Daeseon Choi:
POSTER: Zero-Day Evasion Attack Analysis on Race between Attack and Defense. AsiaCCS 2018: 805-807 - [c3]Hyun Kwon, Yongchul Kim, Hyunsoo Yoon, Daeseon Choi:
Fooling a Neural Network in Military Environments: Random Untargeted Adversarial Example. MILCOM 2018: 456-461 - [c2]Hyun Kwon, Yongchul Kim, Hyunsoo Yoon, Daeseon Choi:
One-Pixel Adversarial Example that Is Safe for Friendly Deep Neural Networks. WISA 2018: 42-54 - 2017
- [c1]Hyun Kwon, Hyunsoo Yoon, Daeseon Choi:
Friend-Safe Adversarial Examples in an Evasion Attack on a Deep Neural Network. ICISC 2017: 351-367
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