Digital Library

Vol. 26, No. 3, Jun. 2025

1. 1. A Study on Data Augmentation Methods for Improving the Performance of Machine Learning Models in Network Attack Detection
   Taesu Kim, Dongkyoo Shin, Dongil Shin, Journal of Internet Computing and Services, Vol. 26, No. 3, pp. 1-7, Jun. 2025
   10.7472/jksii.2025.26.3.1
   Keywords: 네트워크 이상 탐지, 데이터 증강, Network intrusion detection, data augmentation


2. 2. 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, Journal of Internet Computing and Services, Vol. 26, No. 3, pp. 9-18, Jun. 2025
   10.7472/jksii.2025.26.3.9
   Keywords: 정보교환 요구량, 정보유통능력, 통신링크 전송, Information Exchange Requirement, Data Distribution Capability, Link Transmission Rate


3. 3. Cybersecurity Risk Assessment: An Asset-Based Approach to Pre-Attack Threat Analysis
   Hyunmin Lee, Kyungho Lee, Journal of Internet Computing and Services, Vol. 26, No. 3, pp. 19-33, Jun. 2025
   10.7472/jksii.2025.26.3.19
   Keywords: 공격 트리, 사이버 보안, 데이터 프라이버시, 정보 보안, 위험 분석, Attack trees, cybersecurity, data privacy, information security, Risk Analysis


4. 4. Design of a Security Architecture and Prototype Implementation for UxNB in 6G Mobile Networks
   Jong-hyun Kim, Kyung-min Park, Journal of Internet Computing and Services, Vol. 26, No. 3, pp. 35-46, Jun. 2025
   10.7472/jksii.2025.26.3.35
   Keywords: 6G 이동통신, 무인항공기 기지국(UxNB), 보안 아키텍처, 프로토타입, 개념검증(PoC), 6G Mobile Networks, UAV-carried Base Station (UxNB), Security Architecture, Prototype, Proof-of-Concept (PoC)


5. 5. UDG Techniques to Protect Overlapping User’s Location in Continuous Query Environment with less User Movement
   Doohee Song, Moonseong Kim, Journal of Internet Computing and Services, Vol. 26, No. 3, pp. 47-53, Jun. 2025
   10.7472/jksii.2025.26.3.47
   Keywords: 위치기반서비스, 위치 보호, k-익명화, 연속적인 질의, 더미 유효 영역, Location-Based Services, location protection, k-Anonymtiy, continuous query, Dummy Effective Region


6. 6. Improvement of Energy Efficiency in Plant Factories by Cooperative Control of Air Flow Devices
   Kwon Sook Youn, Journal of Internet Computing and Services, Vol. 26, No. 3, pp. 55-65, Jun. 2025
   10.7472/jksii.2025.26.3.55
   Keywords: 에너지 효율 향상, 에너지 절감, 공기유동장치, 협업 제어, 식물공장, Energy Efficiency Improvement, Energy saving, air flow devices, cooperative control, Plant Factory


7. 7. Semantic Jaccard Coefficient for Data Sparsity in Collaborative Filtering
   Soojung Lee, Journal of Internet Computing and Services, Vol. 26, No. 3, pp. 67-74, Jun. 2025
   10.7472/jksii.2025.26.3.67
   Keywords: 추천 시스템, 협력 필터링, 유사도 척도, 데이터 희소성, Recommender System, Collaborative Filtering, Similarity Measure, data sparsity


8. 8. Deep Learning Model to Calculate Spectral Power Distribution (SPD) of Natural Light using Satellite Image
   Seung-Teak Oh, Ji-Young Lee, Yang-Soo Kim, Jae-Hyun Lim, Journal of Internet Computing and Services, Vol. 26, No. 3, pp. 75-82, Jun. 2025
   10.7472/jksii.2025.26.3.75
   Keywords: 위성 영상, 자연광, 분광분포, 딥러닝, 색온도, satellite image, Natrual Light, Spectral Power Distribution (SPD), Deep Learning, CCT


9. 9. 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, Journal of Internet Computing and Services, Vol. 26, No. 3, pp. 83-97, Jun. 2025
   10.7472/jksii.2025.26.3.83
   Keywords: 디지털 트윈, 연합학습, 유사도 검색, 객체 추적, 시스템 최적화, Digital Twin, Federated learning, similarity search, object tracking, system optimization


10. 10. Cybersecurity Job Market Analysis Using Online Recruitment Information
    Da-in Choi, Moohong Min, Journal of Internet Computing and Services, Vol. 26, No. 3, pp. 99-109, Jun. 2025
    10.7472/jksii.2025.26.3.99
    Keywords: 사이버보안, 사이버보안 인력, 직무분석, 비지도학습, 토픽모델링, cybersecurity, Cybersecurity Workforce, Job Analysis, Unsupervised learning, topic modeling


11. 11. Price Prediction Analysis Using Unidirectional and Bidirectional LSTM Models Based on Technical Indicators
    Jong-woo Ryu, Geon-hee Baek, Choon-Sung Nam, Journal of Internet Computing and Services, Vol. 26, No. 3, pp. 111-119, Jun. 2025
    10.7472/jksii.2025.26.3.111
    Keywords: 주가 예측, LSTM, 피처, 양방향, 단방향, 평균 제곱근 오차, Stock Price Prediction, LSTM, Features, Unidirectional, Bidirectional, RMSE


12. 12. The Comparison of Hazard Analysis for Preventing Accidents in Drone Systems
    Bo-yoon Choi, Byong-gul Lee, Journal of Internet Computing and Services, Vol. 26, No. 3, pp. 121-133, Jun. 2025
    10.7472/jksii.2025.26.3.121
    Keywords: 드론, 안전성 평가, 위험원 분석, FTA 기법, STPA 기법, Drone, safety assessment, Hazard analysis, Fault Tree Analysis (FTA), System-Theoretic Process Analysis (STPA)


13. 13. Research on the Security Intelligence & Regulation Enforcement Network(SIREN) Model with RAG
    JaeHwan Kwon, JuHo Bai, Gwang-Yong Gim, Journal of Internet Computing and Services, Vol. 26, No. 3, pp. 135-144, Jun. 2025
    10.7472/jksii.2025.26.3.135
    Keywords: 검색 기반 생성, 대규모 언어 모델 에이전트, 보안 가이드, 보안 인텔리전스, Retrieval Augmented Generation(RAG), Large Language Model(LLM) Agent, Security Guide, Security Intelligence


14. 14. Reconstructing and Predicting Historical War Decisions Using ProfileAgent Reflecting Human Irrationality: A Case Study of the Korean War
    Kwan-sun Hong, Jeong-ho Eom, Journal of Internet Computing and Services, Vol. 26, No. 3, pp. 145-152, Jun. 2025
    10.7472/jksii.2025.26.3.145
    Keywords: 대형언어모델, 프로파일에이전트, 한국전쟁, 의사결정, LLM, ProfieAgent, Korean War, Decision-Make