| ARTIS人工免疫模型在邮件过滤中的研究与应用 |
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| 引用本文： | 刘凤玲,杨广明,王欣艳,刘莹.ARTIS人工免疫模型在邮件过滤中的研究与应用[J].小型微型计算机系统,2007,28(7):1293-1296. |
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| 作者姓名： | 刘凤玲 杨广明 王欣艳 刘莹 |
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| 作者单位： | 1. 抚顺职业技术学院,辽宁,抚顺,113006
2. 东北大学,软件学院,辽宁,沈阳,110004 |
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| 摘 要： | 将人工免疫思想引入邮件过滤中,设计并实现了一种基于ARTIS（Artificial Immune System）人工免疫模型的反垃圾邮件模型.该模型将垃圾邮件看作侵入系统的抗原,模拟抗体消灭抗原的机理,以分布式方式识别垃圾邮件,并能学习和记忆邮件的特征.利用CCERT的邮件样本集对该模型进行了训练和测试,实验结果表明该系统具有较好的自适应性和稳定性.
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| 关 键 词： | 垃圾邮件 邮件过滤 人工免疫 ARTIS免疫模型 |
| 文章编号： | 1000-1220（2007）07-1293-04 |
| 修稿时间： | 2007-01-16 |
Research and Application of Spam Filtering Based on the ARTIS |
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| LIU Feng-ling,YANG Guang-ming,WANG Xin-yan,LIU Ying.Research and Application of Spam Filtering Based on the ARTIS[J].Mini-micro Systems,2007,28(7):1293-1296. |
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| Authors: | LIU Feng-ling YANG Guang-ming WANG Xin-yan LIU Ying |
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| Affiliation: | 1.Fushun Vocational Technical Institute, Fushun 113006, China;2.Software College of Northeastern University, Shenyang 110004, China |
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| Abstract: | The paper adopts the idea of Artificial Immune to classify E-mail,and build a Anti-Spam model based on ARTIS(Artificial Immune System).In this model, every E-mail is considered as an antigen invading the system,and be detected by distributed means.The model can still learn new E-mail features.The result of experiment shows that the system possesses better adaptability and stability. |
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| Keywords: | junk E-mail E-mail filtering artificial immune ARTIS(artificial immune system) |
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