| 一种改进的朴素贝叶斯算法在入侵检测中的应用 |
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| 引用本文： | 曹锐. 一种改进的朴素贝叶斯算法在入侵检测中的应用[J]. 电脑开发与应用, 2009, 22(9): 13-14 |
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| 作者姓名： | 曹锐 |
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| 作者单位： | 太原理工大学计算机基础教学部,太原,030024 |
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| 基金项目： | 太原理工大学校青年基金资助项目 |
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| 摘 要： | 讨论了传统的朴素贝叶斯算法在入侵检测中的应用，指出了其存在的问题；针对该算法存在的问题，将遗传算法引入到该算法中，提出了一种改进的朴素贝叶斯算法。并对改进后的算法在KDD CUP 1999数据集上进行了实验。实验证明，改进后的算法能有效提高分类性能和效率。
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| 关 键 词： | 入侵检测 朴素贝叶斯算法 遗传算法 |
Application of an Improved Nave Bayesian Algorithm to Intrusion Detection |
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| Cao Rui. Application of an Improved Nave Bayesian Algorithm to Intrusion Detection[J]. Computer Development & Applications, 2009, 22(9): 13-14 |
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| Authors: | Cao Rui |
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| Abstract: | This paper discusses the traditional algorithm of na？ ve bayes in intrusion detection and points out the shortcomings of it. An improved na？ ve bayesian algorithm based on genetic algorithm is put forward. Test with the data KDD CUP 1999 is conducted and experiment show that, the improved algorithm can enhance the efficiency of data classification. |
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| Keywords: | intrusion detection nave bayesian algorithm genetic algorithm |
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