Sangwook Kim

Assistant Professor, Kyungpook National University Hospital

Joined

April 2022

Names

Sangwook Kim (Preferred)

Emails

****@gmail.com (Confirmed)

****@knuh.kr

Personal Links

Google Scholar

Semantic Scholar

Career & Education History

Assistant Professor

Kyungpook National University Hospital (knuh.kr)

2024 – Present

Assistant Professor

Kobe University (kobe-u.ac.jp)

2018 – 2023

Advisors, Relations & Conflicts

Coauthor

Seiichi Ozawa

2018 – 2023

Expertise

machine learning

2010 – Present

Publications

Detecting Malicious JavaScript Using Structure-Based Analysis of Graph Representation
Muhammad Fakhrur Rozi, Tao Ban, Seiichi Ozawa, Akira Yamada, Takeshi Takahashi, Sangwook Kim, Daisuke Inoue
- IEEE Access 2023
- Readers: Everyone
Privacy-Preserving Federated Learning for Detecting Fraudulent Financial Transactions in Japanese Banks
Sachiko Kanamori, Taeko Abe, Takuma Ito, Keita Emura, Lihua Wang, Shuntaro Yamamoto, Le Trieu Phong, Kaien Abe, Sangwook Kim, Ryo Nojima, Seiichi Ozawa, Shiho Moriai
- J. Inf. Process. 2022
- Readers: Everyone
JStrack: Enriching Malicious JavaScript Detection Based on AST Graph Analysis and Attention Mechanism
Muhammad Fakhrur Rozi, Tao Ban, Seiichi Ozawa, Sangwook Kim, Takeshi Takahashi, Daisuke Inoue
- ICONIP (2) 2021
- Readers: Everyone
Deep Learning-based Object Detection for Crop Monitoring in Soybean Fields
Muhammad Taufiq Pratama, Sangwook Kim, Seiichi Ozawa, Takenao Ohkawa, Yuya Chonan, Hiroyuki Tsuji, Noriyuki Murakami
- IJCNN 2020
- Readers: Everyone
Deobfuscation, unpacking, and decoding of obfuscated malicious JavaScript for machine learning models detection performance improvement
Samuel Ndichu, Sangwook Kim, Seiichi Ozawa
- CAAI Trans. Intell. Technol. 2020
- Readers: Everyone
Deep Neural Networks for Malicious JavaScript Detection Using Bytecode Sequences
Muhammad Fakhrur Rozi, Sangwook Kim, Seiichi Ozawa
- IJCNN 2020
- Readers: Everyone
A machine learning approach to detection of JavaScript-based attacks using AST features and paragraph vectors
Samuel Ndichu, Sangwook Kim, Seiichi Ozawa, Takeshi Misu, Kazuo Makishima
- Appl. Soft Comput. 2019
- Readers: Everyone
Privacy-Preserving Naive Bayes Classification Using Fully Homomorphic Encryption
Sangwook Kim, Masahiro Omori, Takuya Hayashi, Toshiaki Omori, Lihua Wang, Seiichi Ozawa
- ICONIP (4) 2018
- Readers: Everyone
Understanding human intention by connecting perception and action learning in artificial agents
Sangwook Kim, Zhibin Yu, Minho Lee
- Neural Networks 2017
- Readers: Everyone
Human-Robot Interaction using Intention Recognition
Sangwook Kim, Zhibin Yu, Jonghong Kim, Amitash Ojha, Minho Lee
- HAI 2015
- Readers: Everyone

View all 18 publications

Co-Authors

View all 38 co-authors