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Description: KDD99的属性约简，国外高人写的代码。-KDD99 of attribute reduction, foreign Gaoren to write code.
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Size: 17408 |
Author: 王鹏 |
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Description: Recently, information security has become a key issue
in information technology as the number of computer security
breaches are exposed to an increasing number of security threats. A
variety of intrusion detection systems (IDS) have been employed for
protecting computers and networks from malicious network-based or
host-based attacks by using traditional statistical methods to new data
mining approaches in last decades. However, today s commercially
available intrusion detection systems are signature-based that are not
capable of detecting unknown attacks. In this paper, we present a
new learning algorithm for anomaly based network intrusion
detection system using decision tree algorithm that distinguishes
attacks from normal behaviors and identifies different types of
intrusions. Experimental results on the KDD99 benchmark network
intrusion detection dataset demonstrate that the proposed learning
algorithm achieved 98 detection rate (DR) in comparison with
other existing methods.-Recently, information security has become a key issue
in information technology as the number of computer security
breaches are exposed to an increasing number of security threats. A
variety of intrusion detection systems (IDS) have been employed for
protecting computers and networks from malicious network-based or
host-based attacks by using traditional statistical methods to new data
mining approaches in last decades. However, today s commercially
available intrusion detection systems are signature-based that are not
capable of detecting unknown attacks. In this paper, we present a
new learning algorithm for anomaly based network intrusion
detection system using decision tree algorithm that distinguishes
attacks from normal behaviors and identifies different types of
intrusions. Experimental results on the KDD99 benchmark network
intrusion detection dataset demonstrate that the proposed learning
algorithm achieved 98 detection rate (DR) in comparison with
other existing methods.
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Size: 312320 |
Author: keerthi |
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Description: 用于入侵检测系统开发的非负矩阵分解算法，用于对KDD99数据进行样本训练。-Intrusion detection system for the development of non-negative matrix factorization algorithm, the data sample used for KDD99 training.
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Size: 280576 |
Author: 雷雨 |
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Description: 用于入侵检测的系统的ＮＭＦ算法，此部分为用于KDD99数据的测试部分的代码。-Intrusion detection system for NMF algorithm, this part of the test data for KDD99 part of the code.
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Size: 4096 |
Author: 雷雨 |
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Description: KDD99数据集连续化处理
其中对KDD99的每一列进行了
详细的介绍，并且含有每一列的
编程代码。
-KDD99data set continuity deal
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Size: 5120 |
Author: yucheng |
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Description: 这是KDD99数据训练集的10 的数据内容。可以用于数据挖掘的原始数据。-kddcup.data 10 percent
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Size: 2145280 |
Author: Hapen |
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Description: 用Apriori算法挖掘出入侵检测数据集KDD99的数据关联性，从而检测出未知的攻击-Apriori algorithm is used to extract the data association of the intrusion detection data set KDD99, and the unknown attack is detected
Platform: |
Size: 4934656 |
Author: 戴淑敏 |
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Description: KDDCUP99数据集解析说明，可以用来做网络入侵检测系统的分析验证-KDDCUP99 described parsing data set can be used for analysis to verify network intrusion detection system
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Size: 353280 |
Author: andy |
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Description: 对KDD数据里的符号性数据进行数值化，然后再归一化，提供输入(The symbolic data in the KDD data is numerically calculated)
Platform: |
Size: 14336 |
Author: 程序鹅
|
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Description: 基于Tensorflow用CNN（卷积神经网络）处理kdd99数据集，代码包括预处理代码和分类代码，准确率99.6%以上，并且快速收敛至最优值。(Based on Tensorflow (convolutional neural network) processing KDD99 data set based on CNN, the code includes preprocessing code and classification code, the accuracy rate is more than 99.6%, and quickly converge to the optimal value.)
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Size: 18300928 |
Author: Peterbupt
|
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Description: 基于kmeans的异常检测算法，数据集是kddcup99(Based on kmeans anomaly detection algorithm, the data set is kddcup99.)
Platform: |
Size: 1024 |
Author: mupeieevew |
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Description: 该程序为kdd99的数据测试集。程序已经按各个种类分类成功，欢迎下载(The program is a data test set for KDD99. The program has been classified successfully according to various categories. Welcome to download.)
Platform: |
Size: 204800 |
Author: LY14 |
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Description: 该程序为kdd99的训练测试集程序，经检验算法程序可靠(This program is a training test set program for KDD99, and is verified by algorithm and program.)
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Size: 204800 |
Author: LY14 |
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Description: 根据SVM，基于向量机算法的入侵检测系统，依托的是KDD99数据集(According to SVM, the intrusion detection system based on vector machine algorithm relies on KD99 data set.)
Platform: |
Size: 3457024 |
Author: JACKYANG11 |
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