| A survey on blockchain cybersecurity vulnerabilities and possible countermeasures H Hasanova, U Baek, M Shin, K Cho, MS Kim International Journal of Network Management 29 (2), e2060, 2019 | 172 | 2019 |
| A novel blockchain-enabled heart disease prediction mechanism using machine learning H Hasanova, M Tufail, UJ Baek, JT Park, MS Kim Computers and Electrical Engineering 101, 108086, 2022 | 41 | 2022 |
| DDoS attack detection on bitcoin ecosystem using deep-learning UJ Baek, SH Ji, JT Park, MS Lee, JS Park, MS Kim 2019 20th asia-pacific network operations and management symposium (apnoms), 1-4, 2019 | 33 | 2019 |
| MISCNN: A novel learning scheme for CNN-Based network traffic classification UJ Baek, B Kim, JT Park, JW Choi, MS Kim 2022 23rd Asia-Pacific Network Operations and Management Symposium (APNOMS …, 2022 | 6 | 2022 |
| Best feature selection using correlation analysis for prediction of bitcoin transaction count SH Ji, UJ Baek, MG Shin, YH Goo, JS Park, MS Kim 2019 20th Asia-Pacific Network Operations and Management Symposium (APNOMS), 1-6, 2019 | 6 | 2019 |
| Rule-Based User Behavior Detection System for SaaS Application JT Park, UJ Baek, MS Kim, MS Lee, CY Shin 2022 23rd Asia-Pacific Network Operations and Management Symposium (APNOMS), 1-4, 2022 | 4 | 2022 |
| Block analysis in bitcoin system using clustering with dimension reduction MG Shin, UJ Baek, KS Shim, JT Park, SH Yoon, MS Kim 2019 20th Asia-Pacific Network Operations and Management Symposium (APNOMS), 1-4, 2019 | 4 | 2019 |
| A Feasible and Explainable Network Traffic Classifier Utilizing DistilBERT CY Shin, JT Park, UJ Baek, MS Kim IEEE Access, 2023 | 3 | 2023 |
| 합성 곱 신경망 기반 웹 응용 트래픽 분류 모델 설계 지세현， 백의준， 신무곤， 채병민， 문호원， 김명섭 한국통신학회논문지 44 (6), 1113-1120, 2019 | 3 | 2019 |
| 안전한 네트워크 구축을 위한 컨볼루션 신경망 기반 악성트래픽 탐지 지세현， 박지태， 백의준， 김명섭 한국통신학회 학술대회논문집, 861-862, 2018 | 3 | 2018 |
| LSTM 기반 감성분석을 이용한 비트코인 가격 등락 예측 강민규， 김보선， 신무곤， 백의준， 김명섭 한국통신학회 학술대회논문집, 561-562, 2020 | 2 | 2020 |
| The Method of Seed Based Grouping Malicious Traffic by Deep-Learning UJ Baek, JT Park, H Hasanova, MS Kim 2018 International Conference on Information and Communication Technology …, 2018 | 2 | 2018 |
| 비트코인 네트워크 트랜잭션 이상 탐지를 위한 특징선택 방법 백의준， 신무곤， 지세현， 박지태， 김명섭 기계학습 기반의 가상 네트워크 기능자원 수요 예측방법 18, 2018 | 2 | 2018 |
| Preprocessing and Analysis of an Open Dataset in Application Traffic Classification UJ Baek, MS Lee, JT Park, JW Choi, CY Shin, MS Kim 2023 24st Asia-Pacific Network Operations and Management Symposium (APNOMS …, 2023 | 1 | 2023 |
| A Multi-Task Classification Method for Application Traffic Classification Using Task Relationships UJ Baek, B Kim, JT Park, JW Choi, MS Kim Electronics 12 (17), 3597, 2023 | 1 | 2023 |
| 순차적인 데이터 처리를 통한 딥 러닝 기반 트래픽 분류속도 개선 이민성， 박지태， 백의준， 최정우， 신창의， 김명섭 한국통신학회논문지 47 (12), 2096-2103, 2022 | 1 | 2022 |
| Automatic Rule Generation Method for User Action Detection from Traffic Data JT Park, CY Shin, JW Choi, UJ Baek, MS Lee, MS Kim 2022 13th International Conference on Information and Communication …, 2022 | 1 | 2022 |
| 클러스터링 기반 비트코인 랜섬웨어 주소의 Ground-Truth 생성 방법 김보선， 백의준， 지세현， 강민규， 신희종， 김명섭 한국통신학회 학술대회논문집, 836-837, 2021 | 1 | 2021 |
| Comparison of distance measurement in time series clustering for predicting bitcoin prices UJ Baek, MG Shin, MS Lee, B Kim, JT Park, MS Kim 2020 21st Asia-Pacific Network Operations and Management Symposium (APNOMS …, 2020 | 1 | 2020 |
| An automatic protocol reverse engineering approach from the viewpoint of the TCP/IP reference model YH Goo, KS Shim, UJ Baek, JT Park, MG Shin, MS Kim 2020 21st Asia-Pacific Network Operations and Management Symposium (APNOMS …, 2020 | 1 | 2020 |
