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Firewall Rules Sorting Based on Markov Model

机译:基于马尔可夫模型的防火墙规则分类

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Firewall technique is a major measure to solve network security problems for enterprises. However, firewall efficiency is compromised by lots of tuple-comparisons. In this research, we established a Markov model for package matching statistics and prediction based on status investi- gation of rules matching in rule table. Then an optimization method which sorts the rules ranking is proposed, and the theoretical demonstration is provided as well. The experiment proved that this method (1) reduces the total operation of package matching; (2) improves the speed and effective of firewall filtering; and (3) adept to large rules set. The result also could be used to some package classification system. Keywords: firewall rules sort, Markov model, firewall policy, tuple-comparison
机译:防火墙技术是解决企业网络安全问题的主要措施。但是,许多元组比较会降低防火墙的效率。在这项研究中,我们基于规则表中规则匹配的状态调查,建立了用于包匹配统计和预测的马尔可夫模型。然后提出了一种对规则排序进行排序的优化方法,并提供了理论证明。实验证明,该方法(1)减少了包装匹配的总操作; (2)提高了防火墙过滤的速度和效果; (3)善于制定大型规则。结果还可以用于某些包装分类系统。关键字:防火墙规则排序,马尔可夫模型,防火墙策略,元组比较

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