Digital Library

1. 1. A Survey of Robust Federated Adversarial Training: Expanded Threat Model, Design Perspectives, and Evaluation Guidelines
   Suchul Lee, Vol. 27, No. 1, pp. 67-78, Feb. 2026
   10.7472/jksii.2026.27.1.67
   Keywords: Federated learning, Federated Adversarial Training, Non-IID, Byzantine-robust Aggregation, Differential privacy
2. 2. Development of a Teacher Training Program for Educational Innovation Based on AI and Digital Technologies in Elementary Education
   Eunsun Choi, Sunju Park, Keunbae Choi, Namje Park, Vol. 26, No. 6, pp. 139-148, Dec. 2025
   10.7472/jksii.2025.26.6.139
   Keywords: Teacher Training, AI, EdTech, Digital Literacy, High Touch High Tech
3. 3. Dual-Branch Consistency-Based Android Malware Detection
   Suchul Lee, Vol. 26, No. 6, pp. 33-42, Dec. 2025
   10.7472/jksii.2025.26.6.33
   Keywords: Semi-Supervised Learning (SSL), Android malware detection, Consistency Training, Segmentation-Based Network, Label-scarcity Problem
4. 4. Development of a Unity-Based 3D Simulation Tool for NCS-Based Aircraft Maintenance Training
   Tae-Gyoon Lee, Jung-Ho Eom, Vol. 26, No. 5, pp. 103-112, Oct. 2025
   10.7472/jksii.2025.26.5.103
   Keywords: Aircraft Maintenance, NCS-Based Practical Training, Unity-Based, 3D Simulation Tool, development
5. 5. An Analysis of Transfer of Training Effects in Personal Information Protection Education for Financial Institutions
   Jihye Park, Sangtae Lee, Hangbae Chang, Vol. 26, No. 2, pp. 147-166, Apr. 2025
   10.7472/jksii.2025.26.2.147
   Keywords: Digital Financial Security, Personal Information Protection, Personal Information Protection Education, Transfer of Training, Structural Equation Model
6. 6. Small Language Model and RAG-Based Military Maintenance Manual Curation System
   Ye-rin Nam, Han-seon Choi, Jong-Geun Choi, Hyuk-Jin Kwon, Young-hoon Lee, Vol. 26, No. 1, pp. 181-192, Feb. 2025
   10.7472/jksii.2025.26.1.181
   Keywords: SLM(small Language Model), On-Device, RAG, Continual Pre-training, LoRa, PLM, Domain Specific
7. 7. Federated learning-based client training acceleration method for personalized digital twins
   YoungHwan Jeong, Won-gi Choi, Hyoseon Kye, JeeHyeong Kim, Min-hwan Song, Sang-shin Lee, Vol. 25, No. 4, pp. 23-37, Aug. 2024
   10.7472/jksii.2024.25.4.23
   Keywords: Digital Twin, Federated learning, Vector database, training optimization, Privacy, similarity search
8. 8. Effective Adversarial Training by Adaptive Selection of Loss Function in Federated Learning
   Suchul Lee, Vol. 25, No. 2, pp. 1-9, Apr. 2024
   10.7472/jksii.2024.25.2.1
   Keywords: Federated learning, adversarial attacks, adversarial training, trade-off relationship
9. 9. Optimizing Language Models through Dataset-Specific Post-Training: A Focus on Financial Sentiment Analysis
   Hui Do Jung, Jae Heon Kim, Beakcheol Jang, Vol. 25, No. 1, pp. 57-67, Feb. 2024
   10.7472/jksii.2024.25.1.57
   Keywords: BERT, FinBERT, Financial Sentiment Analysis, post-training, Pre-training Dataset
10. 10. A Methodology for Making Military Surveillance System to be Intelligent Applied by AI Model
    Changhee Han, Halim Ku, Pokki Park, Vol. 24, No. 4, pp. 57-64, Aug. 2023
    10.7472/jksii.2023.24.4.57
    Keywords: Artificial Intelligence System, object tracking, Surveillance system, Machine Learning/Training, User Interface