Digital Library

1. 51. Detection of Signs of Hostile Cyber Activity against External Networks based on Autoencoder
   Hansol Park, Kookjin Kim, Jaeyeong Jeong, jisu Jang, Jaepil Youn, Dongkyoo Shin, Vol. 23, No. 6, pp. 39-48, Dec. 2022
   10.7472/jksii.2022.23.6.39
   Keywords: Anomaly Detection, Autoencoder, BGP Archive Data
2. 52. 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
3. 53. Deep Learning Based Rescue Requesters Detection Algorithm for Physical Security in Disaster Sites
   Da-hyeon Kim, Man-bok Park, Jun-ho Ahn, Vol. 23, No. 4, pp. 57-64, Aug. 2022
   10.7472/jksii.2022.23.4.57
   Keywords: Risk of building, Physical Security, Deep Learning, Disaster sites, Object Detection
4. 54. Leision Detection in Chest X-ray Images based on Coreset of Patch Feature
   Hyun-bin Kim, Jun-Chul Chun, Vol. 23, No. 3, pp. 35-45, Jun. 2022
   10.7472/jksii.2022.23.3.35
   Keywords: Anomaly Detection, X-Ray image, active learning, unsupervision, Deep Learning
5. 55. Bidirectional LSTM based light-weighted malware detection modelusing Windows PE format binary data
   Kwang-Yun PARK, Soo-Jin LEE, Vol. 23, No. 1, pp. 87-93, Feb. 2022
   10.7472/jksii.2022.23.1.87
   Keywords: Bidirectional LSTM, Windows PE malware, Detection, EMBER2018
6. 56. A Research on Network Intrusion Detection based on Discrete Preprocessing Method and Convolution Neural Network
   JiHoon Yoo, Byeongjun Min, Sangsoo Kim, Dongil Shin, Dongkyoo Shin, Vol. 22, No. 2, pp. 29-39, Apr. 2021
   10.7472/jksii.2021.22.2.29
   Keywords: NSL-KDD, Network intrusion detection, CNN, Discretization of Continuous
7. 57. 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
8. 58. Network Intrusion Detection with One Class Anomaly Detection Model based on Auto Encoder
   Byeoungjun Min, Jihoon Yoo, Sangsoo Kim, Dongil Shin, Dongkyoo Shin, Vol. 22, No. 1, pp. 13-22, Feb. 2021
   10.7472/jksii.2021.22.1.13
   Keywords: Anomaly Detection, Network intrusion detection, Autoencoder, NSL-KDD