Digital Library

1. 1. 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. 2. Analysis of Building Characteristics and Temporal Changes of Fire Alarms
   Gwanmuk Lim, Seoltae Ko, Yoosin Kim, Keon Chul Park, Vol. 22, No. 4, pp. 83-98, Aug. 2021
   10.7472/jksii.2021.22.4.83
   Keywords: Fire-fighting Facility Management System, Automatic Fire Detection Facility, Fire Alarm, Fire Detector, Real-time Sensing Analysis
3. 3. A hybrid intrusion detection system based on CBA and OCSVM for unknown threat detection
   Gun-Yoon Shin, Dong-Wook Kim, Jiyoung Yun, Sang-Soo Kim, Myung-Mook Han, Vol. 22, No. 3, pp. 27-35, Jun. 2021
   10.7472/jksii.2021.22.3.27
   Keywords: Unknown Threat, Hybrid Intrusion Detection, Classification based on Association Rule, One-class SVM
4. 4. Application of Discrete Wavelet Transforms to Identify Unknown Attacks in Anomaly Detection Analysis
   Dong-Wook Kim, Gun-Yoon Shin, Ji-Young Yun, Sang-Soo Kim, Myung-Mook Han, Vol. 22, No. 3, pp. 45-52, Jun. 2021
   10.7472/jksii.2021.22.3.45
   Keywords: Unknown Attack, Discrete wavelet transform, Anomaly Detection, One-class SVM
5. 5. Cyber threat Detection and Response Time Modeling
   Han Choong-Hee, Han ChangHee, Vol. 22, No. 3, pp. 53-58, Jun. 2021
   10.7472/jksii.2021.22.3.53
   Keywords:
6. 6. A study on evaluation method of NIDS datasets in closed military network
   Yong-bin Park, Sung-uk Shin, In-sup Lee, Vol. 21, No. 2, pp. 121-130, Apr. 2020
   10.7472/jksii.2020.21.2.121
   Keywords: dataset, Network intrusion detection system, Data evaluation, Machine Learning
7. 7. Knowledge Graph-based Korean New Words Detection Mechanism for Spam Filtering
   Ji-hye Kim, Ok-ran Jeong, Vol. 21, No. 1, pp. 79-85, Feb. 2020
   10.7472/jksii.2020.21.1.79
   Keywords: Spam Filtering, spam detection, New Words Detection, Knowledge Graph, ConceptNet
8. 8. A Comparative Study on the Optimal Model for abnormal Detection event of Heart Rate Time Series Data Based on the Correlation between PPG and ECG
   Jin-soo Kim, Kang-yoon Lee, Vol. 20, No. 6, pp. 137-142, Dec. 2019
   10.7472/jksii.2019.20.6.137
   Keywords: Photoplethysmography(PPG), Electrocardiogram(ECG), Abnormal event detection, SVM, LSTM
9. 9. CNN-based Shadow Detection Method using Height map in 3D Virtual City Model
   Hee Jin Yoon, Ju Wan Kim, In Sung Jang, Byung-Dai Lee, Nam-Gi Kim, Vol. 20, No. 6, pp. 55-63, Dec. 2019
   10.7472/jksii.2019.20.6.55
   Keywords: shadow detection, deep-learning
10. 10. An Efficient BotNet Detection Scheme Exploiting Word2Vec and Accelerated Hierarchical Density-based Clustering
    Taeil Lee, Kwanhyun Kim, Jihyun Lee, Suchul Lee, Vol. 20, No. 6, pp. 11-20, Dec. 2019
    10.7472/jksii.2019.20.6.11
    Keywords: Botnet Detection, Word2vec, clustering, Skip-gram