Dimensionality Reduction and Attack Recognition using Neural Network Approaches

机译：使用神经网络方法进行降维和攻击识别

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Most current Intrusion Detection Systems (IDS) examine all data features to detect intrusion. Also existing intrusion detection approaches have some limitations, namely impossibility to process a large number of audit data for realtime operation, low dete

机译：当前最新的入侵检测系统（IDS）会检查所有数据功能以检测入侵。另外，现有的入侵检测方法也有一些局限性，即无法处理大量审核数据以进行实时操作，检测率低。

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《Neural Networks, The 2007 IEEE International Joint Conference on》|2007年|P.2734-2739|共6页
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Golovko; V.A.; Vaitsekhovich; L.U.; Kochurko; P.A.; Rubanau; U.S.;
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中图分类工业技术;
关键词
computer networks; data mining; data reduction; feature extraction; multilayer perceptrons; principal component analysis; security of data; telecommunication computing; telecommunication security; IDS; PCA neural networks; audit data; computer network attack recogni;

机译：计算机网络;数据挖掘;数据约简;特征提取;多层感知器;主要成分分析;数据安全性;电信计算;电信安全性; IDS; PCA神经网络;审计数据;计算机网络攻击识别;

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1. Fabric Classification Based on Recognition Using a Neural Network and Dimensionality Reduction [J] . Kuo-Chin Fan, Yuan-Kai Wang Textile Research Journal . 1998,第3期

机译：基于神经网络识别和降维的织物分类
2. Fabric Classification Based on Recognition Using a Neural Network and Dimensionality Reduction [J] . KUO-CHIN FAN, YUAN-KAI WANG, BIH-LAN CHANG, Textile Research Journal . 1998,第3期

机译：基于神经网络识别和降维的织物分类
3. Recognition and pose estimation of unoccluded three-dimensional objects from a two-dimensional perspective view by banks of neural networks [J] . Khotanzad A., Liou J.J.-H. IEEE Transactions on Neural Networks . 1996,第4期

机译：神经网络库从二维透视图识别和遮挡三维物体的姿势
4. Dimensionality Reduction and Attack Recognition using Neural Network Approaches [C] . Golovko, V.A., Vaitsekhovich, Neural Networks, The 2007 IEEE International Joint Conference on . 2007

机译：使用神经网络方法进行降维和攻击识别
5. Artificial neural networks and model-based recognition of three-dimensional objects from two-dimensional images. [D] . Chao, Chih-ho. 1994

机译：人工神经网络和基于模型的二维图像中三维对象的识别。
6. Neural networks for link prediction in realistic biomedical graphs: a multi-dimensional evaluation of graph embedding-based approaches [O] . Gamal Crichton, Yufan Guo, Sampo Pyysalo, 2018

机译：神经网络用于现实生物医学图中的链接预测：基于图嵌入的方法的多维评估
7. Dimension Reduction and Clustering of High Dimensional Data using Auto-Associative Neural Networks [O] . Zalhan Mohd Zin, Unikl Mfi, Bandar Barubangi, 2014

机译：基于自相关神经网络的高维数据降维与聚类

Dimensionality Reduction and Attack Recognition using Neural Network Approaches

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