Taekyoung Kwon

Taekyoung Kwon

Yonsei University

H-index: 27

Asia-South Korea

About Taekyoung Kwon

Taekyoung Kwon, With an exceptional h-index of 27 and a recent h-index of 16 (since 2020), a distinguished researcher at Yonsei University, specializes in the field of Security, Privacy.

His recent articles reflect a diverse array of research interests and contributions to the field:

CovRL: Fuzzing JavaScript Engines with Coverage-Guided Reinforcement Learning for LLM-based Mutation

Method for detecting error of operating system kernel memory in real time

Amplifying Training Data Exposure through Fine-Tuning with Pseudo-Labeled Memberships

On the Impact of Deployment Errors in Location-based Key Predistribution Protocols for Wireless Sensor Networks

Coexistence of Deepfake Defenses: Addressing the Poisoning Challenge

An Approach on Improving the Recommender System: Predicting Movie Genres Based on Plot Summaries

Adversarial Feature Alignment: Balancing Robustness and Accuracy in Deep Learning via Adversarial Training

GradFuzz: Fuzzing deep neural networks with gradient vector coverage for adversarial examples

Taekyoung Kwon Information

University

Position

___

Citations(all)

3163

Citations(since 2020)

1057

Cited By

2597

hIndex(all)

27

hIndex(since 2020)

16

i10Index(all)

75

i10Index(since 2020)

31

Email

University Profile Page

Yonsei University

Google Scholar

View Google Scholar Profile

Taekyoung Kwon Skills & Research Interests

Security

Privacy

Top articles of Taekyoung Kwon

Title

Journal

Author(s)

Publication Date

CovRL: Fuzzing JavaScript Engines with Coverage-Guided Reinforcement Learning for LLM-based Mutation

arXiv preprint arXiv:2402.12222

Jueon Eom

Seyeon Jeong

Taekyoung Kwon

2024/2/19

Method for detecting error of operating system kernel memory in real time

2024/3/21

Amplifying Training Data Exposure through Fine-Tuning with Pseudo-Labeled Memberships

arXiv preprint arXiv:2402.12189

Myung Gyo Oh

Hong Eun Ahn

Leo Hyun Park

Taekyoung Kwon

2024/2/19

On the Impact of Deployment Errors in Location-based Key Predistribution Protocols for Wireless Sensor Networks

IEEE Access

YoonSik Kim

Eunji Lim

Taekyoung Kwon

2024/3/1

Coexistence of Deepfake Defenses: Addressing the Poisoning Challenge

IEEE Access

Jaewoo Park

Leo Hyun Park

Hong Eun Ahn

Taekyoung Kwon

2024/1/15

An Approach on Improving the Recommender System: Predicting Movie Genres Based on Plot Summaries

Gun Il Kim

Jae Heon Kim

Minkyoung Kim

Taekyoung Kwon

Beakcheol Jang

2024/2/19

Adversarial Feature Alignment: Balancing Robustness and Accuracy in Deep Learning via Adversarial Training

arXiv preprint arXiv:2402.12187

Leo Hyun Park

Jaeuk Kim

Myung Gyo Oh

Jaewoo Park

Taekyoung Kwon

2024/2/19

GradFuzz: Fuzzing deep neural networks with gradient vector coverage for adversarial examples

Neurocomputing

Leo Hyun Park

Soochang Chung

Jaeuk Kim

Taekyoung Kwon

2023/2/14

Electronic apparatus of estimation of movement direction and method thereof

2023/2/7

Membership inference attacks with token-level deduplication on korean language models

IEEE Access

Myung Gyo Oh

Leo Hyun Park

Jaeuk Kim

Jaewoo Park

Taekyoung Kwon

2023/1/25

PHI: Pseudo-HAL Identification for Scalable Firmware Fuzzing

Seyeon Jeong

Eunbi Hwang

Yeongpil Cho

Taekyoung Kwon

2023/11/29

Improving Adversarial Robustness via Attention

Journal of the Korea Institute of Information Security & Cryptology

Jaeuk Kim

Myung Gyo Oh

Leo Hyun Park

Taekyoung Kwon

2023

Robust Training for Deepfake Detection Models Against Disruption-Induced Data Poisoning

Jaewoo Park

Hong Eun Ahn

Leo Hyun Park

Taekyoung Kwon

2023/8/23

{BoKASAN}: Binary-only Kernel Address Sanitizer for Effective Kernel Fuzzing

Mingi Cho

Dohyeon An

Hoyong Jin

Taekyoung Kwon

2023

Differential Testing of Cryptographic Libraries with Hybrid Fuzzing

Hoyong Jin

Dohyeon An

Taekyoung Kwon

2022/11/30

Towards Constructing Consistent Pattern Strength Meters with User’s Visual Perception

Leo Hyun Park

Eunbi Hwang

Donggun Lee

Taekyoung Kwon

2022/11/30

Poster: Adversarial Defense with Deep Learning Coverage on MagNet's Purification

Leo Hyun Park

Jaewoo Park

Soochang Chung

Jaeuk Kim

Myung Gyo Oh

...

2022/11/7

Mixed and constrained input mutation for effective fuzzing of deep learning systems

Information sciences

Leo Hyun Park

Jaeuk Kim

Jaewoo Park

Taekyoung Kwon

2022/10/1

On Membership Inference Attacks to Generative Language Models Across Language Domains

Myung Gyo Oh

Leo Hyun Park

Jaeuk Kim

Jaewoo Park

Taekyoung Kwon

2022/8/24

of KIISE

정보과학회지

Hye-Suk Jang

Ji-Tae Lee

Jeong-Suk You

Sun-Ju Ahn

Il Kon Kim

...

2015

See List of Professors in Taekyoung Kwon University(Yonsei University)

Co-Authors

H-index: 56
Yongdae Kim

Yongdae Kim

KAIST

H-index: 47
Jung Hee Cheon

Jung Hee Cheon

Seoul National University

H-index: 47
Dong Hoon Lee

Dong Hoon Lee

Korea University

H-index: 45
Stanislaw Jarecki

Stanislaw Jarecki

University of California, Irvine

H-index: 29
Hyeonjoon Moon

Hyeonjoon Moon

Sejong University

H-index: 29
Hyo Jin Yoon, Hyo-Jin Yoon

Hyo Jin Yoon, Hyo-Jin Yoon

Kyonggi University

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