Introducing the research members of Yonsei University’s School of Software
who participated in developing the Side Channel Attack Detection and Defense System
Team Leader / Main Developer / Report Author
Led the overall project and was responsible for designing and implementing deep learning models. Played a key role in comparing the performance of MLP, CNN1D, and LSTM models and deriving experimental results. As a member of RAISE LAB, he has a deep interest in cryptography and security.
sunjun7559012@yonsei.ac.krPresenter
Responsible for delivering research results clearly and effectively. Successfully communicated the project’s value and outcomes by explaining complex deep learning concepts and side channel attack theories in an understandable way.
conneryoo@yonsei.ac.krData Collection and Preprocessing
Responsible for generating and preprocessing synthetic data.
Contributed by building a dataset of 200,000 samples using make_classification
and visualizing data distribution through PCA analysis.
Data Collection and Preprocessing
Managed data quality and optimized preprocessing for the experiments. Played a key role in data normalization and feature engineering, contributing to improved model training efficiency.
akdkdjfj@yonsei.ac.krPresentation Design
Designed the project’s visual representation and created presentations to effectively deliver research results. Translated complex technical content into intuitive graphics and charts to improve understanding.
jihyeok0502@yonsei.ac.krSystematic learning and research activities based on advanced educational environment and excellent research infrastructure.
In-depth research and professional guidance in a laboratory specialized in cryptography and security.
Acquisition of theoretical foundations and development of practical application skills through the Spring 2025 Cryptography course.
Presenting a new approach using deep learning in the field of side channel attack detection.
Team members with diverse expertise fulfill their roles and create synergy.
Continuously developing individual and team expertise through ongoing learning and research.
Recognizing the importance of cybersecurity and contributing to building a safe digital environment.