Digital Library

1. 101. RDP-based Lateral Movement Detection using PageRank and Interpretable System using SHAP
   Jiyoung Yun, Dong-Wook Kim, Gun-Yoon Shin, Sang-Soo Kim, Myung-Mook Han, Vol. 22, No. 4, pp. 1-11, Aug. 2021
   10.7472/jksii.2021.22.4.1
   Keywords: Lateral Movement, Pagerank Algorithm, Explainable AI, Remote Desktop Protocol, feature extraction
2. 102. Development of a Hybrid Deep-Learning Model for the Human Activity Recognition based on the Wristband Accelerometer Signals
   Seungmin Jeong, Dongik Oh, Vol. 22, No. 3, pp. 9-16, Jun. 2021
   10.7472/jksii.2021.22.3.9
   Keywords: Activities of Daily Living, Human Activity Recognition, Smartwatch, Accelerometer, Machine Learning, Activity Classification, feature extraction, feature reduction
3. 103. An Interpretable Log Anomaly System Using Bayesian Probability and Closed Sequence Pattern Mining
   Jiyoung Yun, Gun-Yoon Shin, Dong-Wook Kim, Sang-Soo Kim, Myung-Mook Han, Vol. 22, No. 2, pp. 77-87, Apr. 2021
   10.7472/jksii.2021.22.2.77
   Keywords: Explainable AI, Log anomaly detection, Bayesian Probability, Rule Extraction
4. 104. A study of Artificial Intelligence (AI) Speaker's Development Process in Terms of Social Constructivism: Focused on the Products and Periodic Co-revolution Process
   Hyeon-ju Cha, Sang-hee Kweon, Vol. 22, No. 1, pp. 109-135, Feb. 2021
   10.7472/jksii.2021.22.1.109
   Keywords: AI, AI Speaker, topic frame, Resonance, news data
5. 105. A Study on Defense and Attack Model for Cyber Command Control System based Cyber Kill Chain
   Jung-Sik Lee, Sung-Young Cho, Heang-Rok Oh, Myung-Mook Han, Vol. 22, No. 1, pp. 41-50, Feb. 2021
   10.7472/jksii.2021.22.1.41
   Keywords: Cyber Command Control System, Cyber Kill Chain Model, Defense Model, attack model, threat classification/analysis/prediction framework
6. 106. Adaptive Consensus Bound PBFT Algorithm Design for Eliminating Interface Factors of Blockchain Consensus
   Hyoungdae Kim, Jusik Yun, Yunyeong Goh, Jong-Moon Chung, Vol. 21, No. 1, pp. 17-31, Feb. 2020
   10.7472/jksii.2020.21.1.17
   Keywords: Blockchain, Consensus Algorithm, PBFT (Practical Byzantine Fault Tolerance), Adaptive Consensus Bound PBFT (ACB-PBFT)
7. 107. Analyzing Patterns of Sales and Floating Population Using Markov Chain
   Bong Gyun Kim, Wonsang Lee, Bong Gyou Lee, Vol. 21, No. 1, pp. 71-78, Feb. 2020
   10.7472/jksii.2020.21.1.71
   Keywords: Sales Pattern, Floating Population Pattern, Markov chain, Floating Population, Spatial Big Data
8. 108. Secure Healthcare Data Management and Sharing Platform Based on Hyperledger Fabric
   Ye-Jin Choi, Kyoung-jin Kim, Vol. 21, No. 1, pp. 95-102, Feb. 2020
   10.7472/jksii.2020.21.1.95
   Keywords: Blockchain, Hyperledger Fabric, Healthcare, Permissioned blockchain
9. 109. A Methodology of Decision Making Condition-based Data Modeling for Constructing AI Staff
   Changhee Han, Kyuyong Shin, Sunghun Choi, Sangwoo Moon, Chihoon Lee, Jong-kwan Lee, Vol. 21, No. 1, pp. 237-246, Feb. 2020
   10.7472/jksii.2020.21.1.237
   Keywords: Command&Control, decision-making, Artificial Intelligence System, C4I, Machine Learning & Training
10. 110. Layered Authoring of Cyber Warfare Training Scenario
    Uihyeon Song, Donghwa Kim, Myung Kil Ahn, Vol. 21, No. 1, pp. 191-199, Feb. 2020
    10.7472/jksii.2020.21.1.191
    Keywords: cyber warfare training, scenario authoring, scenario layer, database