Description: 入侵检测中的数据挖掘方法研究.pdf-A Research into Data Mining Technology in Intrusion Detection. file type pdf Platform: |
Size: 613376 |
Author:赵艳 |
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Description: 评述了近年来免疫原理在入侵检测中的应用,着重讨论抗体克隆选择学说、免疫网络学
说和危险模式理论的应用研究现状
-Immunology principle and its application in intrusion detection in recentyearswere reviewed. The research on
antibody clonal selection theory, immune networks and danger theorywere emphasized.
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Size: 10240 |
Author:小蓝 |
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Description: kmeans程序，用以各种方面聚类分析，诸如入侵检测和图像等。-kmeans method，used in many fields， such as intrusion detection, imag segmentation and etc. Platform: |
Size: 1024 |
Author:bzhen |
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Description: kmeans均值聚类算法:一种改进的基于半监督聚类的入侵检测算法ASCID（Active-learning Semi-supervised Clustering Intrusion Detection），-kmeans clustering algorithm
Algorithm was simulated by KDD 99 datasets， which the experimental results demonstrate that ASCID algorithm can improve the detection rates and low the false positive rates of the algorithm, and confirm the feasibility and validity of the algorithm. Platform: |
Size: 50176 |
Author:huhan |
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Description: 模糊聚类虽然能够对数据聚类挖掘，但是由于网络入侵特征数据维数较多，不同入侵类别间的数据差别较小，不少入侵模式不能被准确分类。本案例采用结合模糊聚类和广义神经网络回归的聚类算法对入侵数据进行分类。
-Although fuzzy clustering to cluster the data mining, but the characteristics of the network intrusion data more dimensions, different invasion was little difference between categories of data, many intrusion model can not be accurately classified. This case using fuzzy clustering and generalized regression neural network clustering algorithm to classify data on the invasion. Platform: |
Size: 25600 |
Author:si |
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Description: In this paper, human skin detection is performed using a new color space coordinate and a Markov random fi eld based approach. Platform: |
Size: 353280 |
Author:Shooty |
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Description: matlab源文件，对网络数据进行入侵检测，利用libsvm工具箱，对特征进行分类。内容包括：数据的归一化，参数择优（交叉验证），建立svm模型，性能评价。压缩包内有详细的说明文档。-matlab source files, network data for intrusion detection, to use libsvm toolbox, to classify the characteristics. The contents include: data normalization, parameters and selection of the best (cross-validation), the establishment of SVM model performance evaluation. Compressed within a detailed documentation. Platform: |
Size: 8890368 |
Author:畅畅 |
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Description: 《MATLAB神经网络30个案例分析》中的第25个例子，案例25 广义神经网络的聚类算法-网络入侵聚类。希望对大家有一定的帮助！-The MATLAB neural network analysis of 30 cases of 25 example, 25 cases of generalized neural network clustering algorithm to network intrusion. Hope to have certain help to everybody! Platform: |
Size: 26624 |
Author:杨飞 |
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Description: 《MATLAB神经网络30个案例分析》中的第29个例子，案例29 kohonen网络的聚类算法—网络入侵聚类。希望对大家有一定的帮助！-The MATLAB neural network analysis of 30 cases of 29 example, 29 cases of kohonen network clustering algorithm- network intrusion. Hope to have certain help to everybody!
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Size: 89088 |
Author:杨飞 |
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