CAJ | 학술논문

提出了一种基于云计算的模糊规则挖掘算法的入侵规则检测方法.以模糊集理论为基础,提出了在入侵关联规则挖掘中将特征属性模糊集作为单一属性来处理的模糊规则挖掘算法,有效地解决入侵规则中出现不相关规则和＂尖锐边界＂等问题.在云计算平台上进行算法的验证,利用云计算平台可进行大规模计算和数据处理的特点,得出该思想在入侵检测具有较好的应用效果和前景.
제출료일충기우운계산적모호규칙알굴산법적입침규칙검측방법.이모호집이론위기출,제출료재입침관련규칙알굴중장특정속성모호집작위단일속성래처리적모호규칙알굴산법,유효지해결입침규칙중출현불상관규칙화＂첨예변계＂등문제.재운계산평태상진행산법적험증,이용운계산평태가진행대규모계산화수거처리적특점,득출해사상재입침검측구유교호적응용효과화전경.
The paper proposed a intrusion detection method that fuzzy mining algorithm for rules based on cloud computing. Based on fuzzy set theory, proposed for mining association rules in the invasion properties of fuzzy sets will feature as a single property to handle the fuzzy rules mining algorithm, that is a effective solution to the rule that there is no invasion of the relevant rules and the ＂sharp boundary＂ issues. In the cloud computing platform for the validation algorithm, with the features of large-scale computing and data processing on cloud computing platform, the ideas in intrusion detection obtained good results and prospects of application.