Digital Library

1. 41. Anomaly detection and attack type classification mechanism using Extra Tree and ANN
   Min-Gyu Kim, Myung-Mook Han, Vol. 23, No. 5, pp. 79-85, Oct. 2022
   10.7472/jksii.2022.23.5.79
   Keywords: Extreme Random Forest, Artificial neural network, Anomaly Detection, Anomaly Detection and Attack type Classification, Network intrusion detection
2. 42. A Study on the Evaluation of Classification Performance by Capacity of Explosive Components using Convolution Neural Network (CNN)
   Chang-Hyeon Lee, Sung-Yoon Cho, Ki-Won Kwon, Tae-Ho Im, Vol. 23, No. 4, pp. 11-19, Aug. 2022
   10.7472/jksii.2022.23.4.11
   Keywords: Deep Learning, explosive classification, abnormality detection system
3. 43. 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. 44. A Study on Classification of Variant Malware Family Based on ResNet-Variational AutoEncoder
   Young-jeon Lee, Myung-Mook Han, Vol. 22, No. 2, pp. 1-9, Apr. 2021
   10.7472/jksii.2021.22.2.1
   Keywords: Variant Malware, Malware classification, Variational AutoEncoder, Tranfer Learning, Ensemble learning
5. 45. 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. 46. A Noise-Tolerant Hierarchical Image Classification System based on Autoencoder Models
   Jong-kwan Lee, Vol. 22, No. 1, pp. 23-30, Feb. 2021
   10.7472/jksii.2021.22.1.23
   Keywords: Image Classification, Deep Learning, Machine Learning, Autoencoder, noise
7. 47. Development of Supervised Machine Learning based Catalog Entry Classification and Recommendation System
   Hyung-Woo Lee, Vol. 20, No. 1, pp. 57-65, Feb. 2019
   10.7472/jksii.2019.20.1.57
   Keywords: Catalog Entry Auto-Recommendation, Online B2B Shopping Mall, Supervised Machine Learning, Morphological Analysis, Naive Bayes Classification Algorithm.