YANG Chao, LI Zi-yi. Spam mass sending examination based on dendritic cell algorithm[J]. 2015, 34(10): 133-136+140. DOI: 10.13873/J.1000-9787(2015)10-0133-04.
基于树突状细胞算法的垃圾邮件群发检测
摘要
通过分析垃圾邮件的群发特征
结合危险理论的思想
提出了运用树突状细胞算法(DCA)检测垃圾邮件群发现象的方法。该方法从垃圾邮件群发的行为特征入手
对一段时间内垃圾邮件的群发特征进行分析
根据正常和垃圾邮件在群发特征表现上的差异
判断是否为垃圾邮件群发。实验结果表明:该方法能够有效、快速地检测出垃圾邮件群发现象
具有较高的检测率。
Abstract
Through analyzing on mass sending characteristics of spam
combining danger theory
put forward a method that exerts dendritic cell algorithm( DCA) to examine spam mass sending phenomenon. Beginning with behavior characteristics of spam mass sending
the method analyzes the spam mass sending characteristics for a certain period
according to differences between the norm and the spam on the performance of mass sending characteristics
judge whether it is spam mass sending. Experimental result shows that this method can exam the spam mass sending phenomenon effectively and quickly