Digital Library

1. 1. 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. 2. 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
3. 3. A Comparative Study of Deep Learning Models for Inferring Unidentified Information of External Cyber Assets
   Yoon Kyeongchan, Park Woongjin, An Myoungsik, Jang Junho, Kim Hyukang, Vol. 26, No. 2, pp. 85-95, Apr. 2025
   10.7472/jksii.2025.26.2.85
   Keywords: Cyber Security, cyber assets identification, AI, Zmap, Zgrab, Asset Information, Inference
4. 4. A Research on RC3(RMF-CMMC Common Compliance) meta-model development in preparation for Defense Cybersecurity
   Jae-yoon Hwang, Hyuk-jin Kwon, Vol. 25, No. 1, pp. 123-136, Feb. 2024
   10.7472/jksii.2024.25.1.123
   Keywords: Cybersecurity Audit, Compliance, RMF, CMMC
5. 5. A research on cyber target importance ranking using PageRank algorithm
   Kook-jin Kim, Seung-hwan Oh, Dong-hwan Lee, Haeng-rok Oh, Jung-sik Lee, Dong-kyoo Shin, Vol. 22, No. 6, pp. 115-127, Dec. 2021
   10.7472/jksii.2021.22.6.115
   Keywords: Cyber Operation, Cyber Target, Cyber Security, Pagerank Algorithm