Digital Library

1. 91. Development of a Real-Time Dense Fog Detection Framework for Autonomous Drones
   Daeun Song, Bo Yoon Choi, Soyoung Chung, Byong-Gul Lee, Vol. 27, No. 1, pp. 99-112, Feb. 2026
   10.7472/jksii.2026.27.1.99
   Keywords: Autonomous Flight Drone, fog detection, Lightweight Real-time Perception, Urban Navigation Safety
2. 92. Malware Image Classification with Dilated Convolution and Channel Attention in ConvNeXt-Tiny
   Joon-soo Shim, Chan-ho Lee, Jong-geun Choi, Hyuk-jin Kwon, Vol. 27, No. 1, pp. 27-38, Feb. 2026
   10.7472/jksii.2026.27.1.27
   Keywords: Malware classification, Transfer Learning, Deep Learning, ConvNeXt, Dilated Convolution, channel attention, Low-label Learning, Image-based Malware Detection, Generalization performance, cybersecurity
3. 93. 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. 94. Experimental Quantitative Analysis of Weapon-Related Risk Behaviors in CCTV Using Active Big Data
   Tsagaantsooj Batzaya, Eunbi Cho, Jeong-Hyeon Chang, Kwanghoon Pio Kim, Vol. 26, No. 6, pp. 83-92, Dec. 2025
   10.7472/jksii.2025.26.6.83
   Keywords: CCTV, Risk Behavior, Object Detection, Dynamic interaction, Weapon Analysis
5. 95. Development of a Fall Detection Monitoring System for the Elderly using YOLOv8
   Doung Uk Kim, Shinhoo Kang, Vol. 26, No. 5, pp. 17-27, Oct. 2025
   10.7472/jksii.2025.26.5.17
   Keywords: Elderly Fall Detection, CCTV Video Analysis, Object Detection and Tracking, YOLOv8
6. 96. Maritime Life Jacket Detection Using Sequential Lightweight Models
   Young-nam Song, Seung-gyu Kim, Tae-Ho Im, Vol. 26, No. 5, pp. 29-38, Oct. 2025
   10.7472/jksii.2025.26.5.29
   Keywords: Life-jacket Detection, YOLO11n, Dual Detection Method, Marine Safety, small-object detection
7. 97. 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
8. 98. 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
9. 99. DiabetesNet: Lightweight and Efficient AI-based Solution for Real-World Diabetic Foot Classification
   Jeong-Eun Moon, Yong-Jin Cho, Se-Yeol Rhyou, Sang-Hoon Hong, Vol. 26, No. 2, pp. 167-178, Apr. 2025
   10.7472/jksii.2025.26.2.167
   Keywords: Diabetic Foot Classification, AI-Powered Healthcare, Object Detection, Convolutional Neural Network (CNN), explainable artificial intelligence (XAI)
10. 100. 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