| 基于Apriori优化算法的IDS模型研究 |
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| 引用本文： | 刘钟涛,王虹.基于Apriori优化算法的IDS模型研究[J].河南科学,2013(12):2186-2189. |
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| 作者姓名： | 刘钟涛 王虹 |
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| 作者单位： | [1]河南财经政法大学现代技术教育中心,郑州450002 [2]河南财经政法大学经济管理实验教学中心,郑州450002 |
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| 基金项目： | 国家自然科学基金项目资助（61202285） |
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| 摘 要： | Apfiofi算法是数据挖掘技术中关联规则的经典算法，为了解决在入侵检测系统中使用Apfiofi算法进行模式匹配的低效率问题，提出了针对Apfiofi算法的优化，提出一种基于基于事务压缩和项目压缩的优化算法，该优化算法比Apriori算法具有明显的效率，提高了模式匹配的精度．
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| 关 键 词： | 关联规则 数据挖掘 IDS Apfiori |
Research on IDS Model Based on Apriori Algorithm |
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| Liu Zhongtao,Wang Hong.Research on IDS Model Based on Apriori Algorithm[J].Henan Science,2013(12):2186-2189. |
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| Authors: | Liu Zhongtao Wang Hong |
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| Institution: | The Modern Education Technology Research Center, Henan University of Economics and Law, Zhengzhou 450002, China; 2. The Economic and Management Experiment Teaching Center, Henan University of Economics and Law, Zhengzhou 450002, China) |
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| Abstract: | Apriori algorithm is a classical algorithm for data mining in association rules, in order to solve the problem of pattern matching using the Apriori algorithm in intrusion detection system efficiency, optimization is proposed for the Apriori algorithm, presents an optimal algorithm based on transaction reduction and item based compression,this algorithm has obvious efficiency than the Apriori algorithm,to improve the accuracy of pattern matching. |
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| Keywords: | association rules data mining IDS Apriori |
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