New Method for Intrusion Features Mining in IDS

机译：IDS中入侵特征挖掘的新方法

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In this paper, we aim to develop a systematic framework to semi-automate the process of system logs and databases of intrusion detection systems (IDS). We use both Ef-attribute based mining and Es-attribute based mining to mine effective and essential attributes (hence interesting patterns) from the vast and miscellaneous system logs and IDS databases.

机译：在本文中，我们旨在开发一个系统框架，以半自动化入侵检测系统（IDS）的系统日志和数据库的过程。我们同时使用基于Ef属性的挖掘和基于Es属性的挖掘，从庞大而又杂乱的系统日志和IDS数据库中挖掘有效和必要的属性（因此有趣的模式）。

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来源
《International Conference on Advances in Intelligent Computing(ICIC 2005); 20050823-26; Hefei(CN)》|2005年|P.429-437|共9页
会议地点 Hefei(CN)
作者
Wu Liu; Jian-Ping Wu; Hai-Xin Duan; Xing Li;
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作者单位

Network Research Center of Tsinghua University, 100084 Beijing, P. R. China;

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原文格式 PDF
正文语种 eng
中图分类自动化系统理论;
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专利

1. AN EMPIRICAL EVALUATION FOR THE INTRUSION DETECTION FEATURES BASED ON MACHINE LEARNING AND FEATURE SELECTION METHODS [J] . MOUHAMMD ALKASASSBEH Journal of Theoretical and Applied Information Technology . 2017,第22期

机译：基于机器学习和特征选择方法的入侵检测特征的实证评估
2. MCKELM-IDS: Efficient Feature Transformation & Optimal Feature Subset Selection based Intrusion Detection Approach Using MCKELM [J] . Advances in Natural and Applied Sciences . 2014,第19期

机译：MCKELM-IDS：使用MCKELM的基于有效特征转换和最优特征子集选择的入侵检测方法
3. Identification of faulted line section in microgrids using data mining method based on feature discretisation [J] . Jamali Sadegh, Ranjbar Siavash, Bahmanyar Alireza European transactions on electrical power engineering . 2020,第6期

机译：基于特征自定义的数据挖掘方法识别微电网中的断层线部分
4. New Method for Intrusion Features Mining in IDS [C] . Wu Liu, Jian-Ping Wu, Hai-Xin Duan, International Conference on Advances in Intelligent Computing . 2005

机译：用于IDS中的挖掘功能的新方法
5. A data mining framework for constructing features and models for intrusion detection systems (Computer security, Network security). [D] . Lee, Wenke. 1999

机译：一个数据挖掘框架，用于构造入侵检测系统的功能和模型（计算机安全，网络安全）。
6. Orthodontic Intrusion Using Temporary Anchorage Devices Compared to Other Orthodontic Intrusion Methods: A Systematic Review [O] . Basma AlMaghlouth, Aqilah AlMubarak, Ibrahim Almaghlouth, 2021

机译：与其他正畸入侵方法相比使用临时锚固装置的正畸入侵：系统审查
7. Improving the Intrusion Detection using Discriminative Machine Learning Approach and Improve the Time Complexity by Data Mining Feature Selection Methods [O] . Karan Bajaj, Amit Arora 2013

机译：利用鉴别机器学习方法改进入侵检测，并通过数据挖掘特征选择方法提高时间复杂性

New Method for Intrusion Features Mining in IDS

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