Digital Library

1. 1. A Survey of Semi-Supervised Learning in Cybersecurity: Methods, Domains, and Guidelines for Fair Evaluation
   Suchul Lee, Vol. 26, No. 6, pp. 1-12, Dec. 2025
   10.7472/jksii.2025.26.6.1
   Keywords: Semi-supervised learning, cybersecurity, Pseudo-labeling, Consistency regularization
2. 2. Enhanced DDoS Detection via Traffic Volume-based Labeling and Transfer learning
   Hyunjun Park, Insup Lee, Vol. 26, No. 4, pp. 1-8, Aug. 2025
   10.7472/jksii.2025.26.4.1
   Keywords: ddos detection, Deep Learning, Transfer Learning, traffic volume-based labeling
3. 3. Cyberattack Goal Classification Based on MITRE ATT&CK: CIA Labeling
   Chan Ho Shin, Chang-hee Choi, Vol. 23, No. 6, pp. 15-26, Dec. 2022
   10.7472/jksii.2022.23.6.15
   Keywords: Labeling, Machine Learning, Deep Learning, MITRE ATT&CK, TTP, CIA triad
4. 4. Design of Video Pre-processing Algorithm for High-speed Processing of Maritime Object Detection System and Deep Learning based Integrated System
   Hyun-hak Song, Hyo-chan Lee, Sung-ju Lee, Ho-seok Jeon, Tae-ho Im, Vol. 21, No. 4, pp. 117-126, Aug. 2020
   10.7472/jksii.2020.21.4.117
   Keywords: Ship Detection, Deep Learning, image processing, Binarization, Horizon Detection, Multi Connected-component Labeling