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Search: "[ keyword: Intrusion Detection ]" (12)

1. 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. 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
3. 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
4. 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
5. 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
6. Extraction of Network Threat Signatures Using Latent Dirichlet Allocation

Sungil Lee, Suchul Lee, Jun-Rak Lee, Heung-youl Youm, Vol. 19, No. 1, pp. 1-10, Feb. 2018
10.7472/jksii.2018.19.1.1
Keywords: LDA, network threat detection, Intrusion Detection System, signature
7. Security Framework for Improving the Performance of the Malicious Process Control System

Iksu Kim, Jongmyung Choi, Vol. 14, No. 2, pp. 61-72, Apr. 2013
10.7472/jksii.2013.14.2.61
Keywords: Internet Worm, Intrusion Detection, Intrusion Prevention, Malicious Process
8. Performance Analysis of TCAM-based Jumping Window Algorithm for Snort 2.9.0

Sung-Yun Lee, Ki-Yeol Ryu, Vol. 13, No. 2, pp. 41-50, Apr. 2012
10.7472/jksii.2012.13.2.41
Keywords: Distributed Denial of Service, Intrusion Detection System, Jumping Window Algorithm, Snort2.9.0, TCAM
9. Anomaly Detection Performance Analysis of Neural Networks using Soundex Algorithm and N-gram Techniques based on System Calls

Bong-Goo Park, Vol. 6, No. 5, pp. 45-56, Oct. 2005
Keywords: Anomaly Intrusion Detection, Soundex Algorithm, System Calls, Neural Networks
10. Network based Anomaly Intrusion Detection using Bayesian Network Techniques

Cha ByungRae, Park KyoungWoo, Seo JaeHyun, Vol. 6, No. 1, pp. 27-38, Feb. 2005
Keywords: Network Anomaly Intrusion Detection, Bayesian Network

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