Hyoeun Kang

PhD student, Pusan National University

Joined

May 2021

Names

Hyoeun Kang (Preferred)

Emails

****@gmail.com (Confirmed)

****@pusan.ac.kr (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

PhD student

Pusan National University (pusan.ac.kr)

2020 – Present

MS student

Pusan National University (pusan.ac.kr)

2018 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Howon Kim

2018 – Present

Expertise

Nautral Language Processing

2021 – Present

Deep Learning based CFD

2021 – Present

AI Security

2019 – Present

Publications

A Distributed Black-Box Adversarial Attack Based on Multi-Group Particle Swarm Optimization
Naufal Suryanto, Hyoeun Kang, Yongsu Kim, Harashta Tatimma Larasati, Howon Kim
- 18 Nov 2022 (modified: 22 Nov 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone
DTA: Physical Camouflage Attacks using Differentiable Transformation Network
Naufal Suryanto, Yongsu Kim, Hyoeun Kang, Harashta Tatimma Larasati, Youneyo Yun, Thi-Thu-Huong Le, Hunmin Yang, SE-YOON OH, Howon Kim
- 16 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
The Impact of PCA-Scale Improving GRU Performance for Intrusion Detection
Thi-Thu-Huong Le, Hyoeun Kang, Howon Kim
- 15 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Classification and Explanation for Intrusion Detection System Based on Ensemble Trees and SHAP Method
Thi-Thu-Huong Le, Haeyoung Kim, Hyoeun Kang, Howon Kim
- 2022 (modified: 17 Nov 2022)
- Sensors 2022
- Readers: Everyone
DTA: Physical Camouflage Attacks using Differentiable Transformation Network
Naufal Suryanto, Yongsu Kim, Hyoeun Kang, Harashta Tatimma Larasati, Youngyeo Yun, Thi-Thu-Huong Le, Hunmin Yang, Se-Yoon Oh, Howon Kim
- 2022 (modified: 17 Nov 2022)
- CoRR 2022
- Readers: Everyone
DTA: Physical Camouflage Attacks using Differentiable Transformation Network
Naufal Suryanto, Yongsu Kim, Hyoeun Kang, Harashta Tatimma Larasati, Youngyeo Yun, Thi-Thu-Huong Le, Hunmin Yang, Se-Yoon Oh, Howon Kim
- 2022 (modified: 17 Nov 2022)
- CVPR 2022
- Readers: Everyone
Robust Adversarial Attack Against Explainable Deep Classification Models Based on Adversarial Images With Different Patch Sizes and Perturbation Ratios
Thi-Thu-Huong Le, Hyoeun Kang, Howon Kim
- 2021 (modified: 17 Nov 2022)
- IEEE Access 2021
- Readers: Everyone
Extended Spatially Localized Perturbation GAN (eSLP-GAN) for Robust Adversarial Camouflage Patches
Yongsu Kim, Hyoeun Kang, Naufal Suryanto, Harashta Tatimma Larasati, Afifatul Mukaroh, Howon Kim
- 2021 (modified: 17 Nov 2022)
- Sensors 2021
- Readers: Everyone
A Distributed Black-Box Adversarial Attack Based on Multi-Group Particle Swarm Optimization
Naufal Suryanto, Hyoeun Kang, Yongsu Kim, Youngyeo Yun, Harashta Tatimma Larasati, Howon Kim
- 2020 (modified: 17 Nov 2022)
- Sensors 2020
- Readers: Everyone
Spatially Localized Perturbation GAN (SLP-GAN) for Generating Invisible Adversarial Patches
Yongsu Kim, Hyoeun Kang, Afifatul Mukaroh, Naufal Suryanto, Harashta Tatimma Larasati, Howon Kim
- 2020 (modified: 17 Nov 2022)
- WISA 2020
- Readers: Everyone

View all 12 publications