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Search: "[ keyword: 네트워크 이상 탐지 ]" (2)

1. A Study on Data Augmentation Methods for Improving the Performance of Machine Learning Models in Network Attack Detection

Taesu Kim, Dongkyoo Shin, Dongil Shin, Vol. 26, No. 3, pp. 1-7, Jun. 2025
10.7472/jksii.2025.26.3.1
Keywords: Network intrusion detection, data augmentation
2. 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