Digital Library

1. 571. A Study on Data Augmentation Methods for Improving the Performance of Machine Learning Models in Network Attack Detection
   Taesu Kim, Dongkyoo Shin, Dongil Shin, Vol. 26, No. 3, pp. 1-7, Jun. 2025
   10.7472/jksii.2025.26.3.1
   Keywords: Network intrusion detection, data augmentation
2. 572. A Study on Predicting Information Distribution Capabilities of Future Infantry Brigades for Multi-Layered Integrated Network Design
   Sungjae Park, Sunghwan Cho, Yongchul Kim, InBok Lee, Sungjoon Ahn, Hyun Park, Vol. 26, No. 3, pp. 9-18, Jun. 2025
   10.7472/jksii.2025.26.3.9
   Keywords: Information Exchange Requirement, Data Distribution Capability, Link Transmission Rate
3. 573. Cybersecurity Risk Assessment: An Asset-Based Approach to Pre-Attack Threat Analysis
   Hyunmin Lee, Kyungho Lee, Vol. 26, No. 3, pp. 19-33, Jun. 2025
   10.7472/jksii.2025.26.3.19
   Keywords: Attack trees, cybersecurity, data privacy, information security, Risk Analysis
4. 574. Semantic Jaccard Coefficient for Data Sparsity in Collaborative Filtering
   Soojung Lee, Vol. 26, No. 3, pp. 67-74, Jun. 2025
   10.7472/jksii.2025.26.3.67
   Keywords: Recommender System, Collaborative Filtering, Similarity Measure, data sparsity
5. 575. Common Model Federated Training-Inference Method for Accelerating Real-Virtual Synchronization of Digital Twins
   Younghwan Jeong, Taemin Hwang, Won-gi Choi, Jinyoung Lee, Seolyoung Park, Sangshin Lee, Vol. 26, No. 3, pp. 83-97, Jun. 2025
   10.7472/jksii.2025.26.3.83
   Keywords: Digital Twin, Federated learning, similarity search, object tracking, system optimization
6. 576. Cybersecurity Job Market Analysis Using Online Recruitment Information
   Da-in Choi, Moohong Min, Vol. 26, No. 3, pp. 99-109, Jun. 2025
   10.7472/jksii.2025.26.3.99
   Keywords: cybersecurity, Cybersecurity Workforce, Job Analysis, Unsupervised learning, topic modeling
7. 577. The Comparison of Hazard Analysis for Preventing Accidents in Drone Systems
   Bo-yoon Choi, Byong-gul Lee, Vol. 26, No. 3, pp. 121-133, Jun. 2025
   10.7472/jksii.2025.26.3.121
   Keywords: Drone, safety assessment, Hazard analysis, Fault Tree Analysis (FTA), System-Theoretic Process Analysis (STPA)
8. 578. Reconstructing and Predicting Historical War Decisions Using ProfileAgent Reflecting Human Irrationality: A Case Study of the Korean War
   Kwan-sun Hong, Jeong-ho Eom, Vol. 26, No. 3, pp. 145-152, Jun. 2025
   10.7472/jksii.2025.26.3.145
   Keywords: LLM, ProfieAgent, Korean War, Decision-Make
9. 579. A Study on the Estimation and Interpretation of Force Direction in Distorted Fingerprints Using Deep Learning
   WonJun Choi, JeSeol Yu, Vol. 26, No. 2, pp. 51-60, Apr. 2025
   10.7472/jksii.2025.26.2.51
   Keywords: forensic, scientific ciriminal investigation, activity level, Fingerprint, Deep Learning
10. 580. A Study on Anomaly Detection Method for Ship Induction Motors Using Current Signals
    Sang-Jae Yeo, Zoo-Ho Son, Jee-Yeon Jeon, Hyung-Taek Kim, Vol. 26, No. 2, pp. 43-50, Apr. 2025
    10.7472/jksii.2025.26.2.43
    Keywords: Anomaly Detection, Machine Learning, Current signal, Induction motor, Statistical distance