SVM Based Intrusion Detection Method with Nonlinear Scaling and Feature Selection
Author:
Affiliation:
1. Institute of Aeronautics and Astronautics, Northwestern Polytechnic University
2. Department of Micro/Nano-electronics, Shanghai Jiao Tong University
Publisher
Institute of Electronics, Information and Communications Engineers (IEICE)
Subject
Artificial Intelligence,Electrical and Electronic Engineering,Computer Vision and Pattern Recognition,Hardware and Architecture,Software
Link
https://www.jstage.jst.go.jp/article/transinf/E105.D/5/E105.D_2021EDP7184/_pdf
Reference51 articles.
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2. [2] P. Sangkatsanee, N. Wattanapongsakorn, and C. Charnsripinyo, “Practical real-time intrusion detection using machine learning approaches,” Computer Communications, vol.34, no.18, pp.2227-2235, 2011. 10.1016/j.comcom.2011.07.001
3. [3] M. Tavallaee, E. Bagheri, W. Lu, and A.A. Ghorbani, “A detailed analysis of the kdd cup 99 data set,” IEEE International Conference on Computational Intelligence for Security and Defense Applications, pp.53-58, 2009.
4. [4] K. Kendall, “A database of computer attacks for the evaluation of intrusion detection systems,” Darpa Off-line Intrusion Detection Evaluation, Darpa Information Survivability Conference & Exposition, pp.12-26, 1999.
5. [5] P. Bergmann, M. Fauser, D. Sattlegger, and C. Steger, “Mvtec ad — a comprehensive real-world dataset for unsupervised anomaly detection,” Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.9592-9600, 2019. 10.1109/cvpr.2019.00982
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