Digital Library

1. 1. Enhanced DDoS Detection via Traffic Volume-based Labeling and Transfer learning
   Hyunjun Park, Insup Lee, Vol. 26, No. 4, pp. 1-8, Aug. 2025
   10.7472/jksii.2025.26.4.1
   Keywords: ddos detection, Deep Learning, Transfer Learning, traffic volume-based labeling
2. 2. 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
3. 3. The prediction of appearance of jellyfish through Deep Neural Network
   CHEOLHUN HWANG, Myung-Mook Han, Vol. 20, No. 5, pp. 1-8, Oct. 2019
   10.7472/jksii.2019.20.5.1
   Keywords: deep neural network, Bootstrapping, Data Expansion, Transfer Learning, Random Forest, Sequence Forward Selection
4. 4. Pedestrian Classification using CNN's Deep Features and Transfer Learning
   Soyoung Chung, Min Gyo Chung, Vol. 20, No. 4, pp. 91-102, Aug. 2019
   10.7472/jksii.2019.20.4.91
   Keywords: Pedestrian Classification, Transfer Learning, Deep Features, CNN, INRIA Person Data Set