Digital Library

1. 21. 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
2. 22. Efficient Facial Feature Classification for Makeup-Robust Recognition (EFFC)
   Su-Rak Son, Yi-Na Jeong, Vol. 26, No. 6, pp. 43-50, Dec. 2025
   10.7472/jksii.2025.26.6.43
   Keywords: Deep Learning, CNN, Facial Recognition, facial feature classification
3. 23. Respiratory Anomaly Detection using Multi Feature Learning with Various Audio Spectrograms
   Gyurin Byun, Huigyu Yang, Hyunseung Choo, Vol. 26, No. 5, pp. 75-81, Oct. 2025
   10.7472/jksii.2025.26.5.75
   Keywords: Respiratory sound classification, Temporal Convolutional Network (TCN), Multi-spectral fusion, Deep time-series learning
4. 24. 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
5. 25. 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, Vol. 26, No. 3, pp. 75-82, Jun. 2025
   10.7472/jksii.2025.26.3.75
   Keywords: satellite image, Natrual Light, Spectral Power Distribution (SPD), Deep Learning, CCT
6. 26. 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
7. 27. Researching the Application of Transformer Models for Green Hydrogen Energy Forecasting
   Na-yeon An, Sang-uk Park, Vol. 25, No. 6, pp. 23-36, Dec. 2024
   10.7472/jksii.2024.25.6.23
   Keywords: Transformer, Deep Learning, Machine Learning, AI, Hydrogen Energy, Solar energy
8. 28. Research on DNS DRDoS Detection Methods Using CNN
   Hoon Shin, Jaeyeong Jeong, Kyu-min Cho, Jae-il Lee, Dong-kyoo Shin, Vol. 25, No. 6, pp. 131-145, Dec. 2024
   10.7472/jksii.2024.25.6.131
   Keywords: AI Security, Artificial intelligence, Machine Learning, Deep Learning, CNN, DDoS, DrDoS, image processing, Image Classification
9. 29. A Study of Recent Research Trends on XAI in Defense Domain and Adversarial Attacks
   Sang-ho Lee, Youngho Cho, Vol. 25, No. 6, pp. 147-154, Dec. 2024
   10.7472/jksii.2024.25.6.147
   Keywords: XAI, Adversarial attack, Military Artificial Intelligence
10. 30. Research on improving unknown track reading by applying Multimodal Model
    Yong-seok Lee, Hyuk-jin Kwon, Vol. 25, No. 6, pp. 155-162, Dec. 2024
    10.7472/jksii.2024.25.6.155
    Keywords: AI, Multimodal, deeplearning, Computervisoin, Drone(UAV)