Spam filtering algorithm based on geographic E-mail path analysis
A geographic E-mail path based algorithm called GEPA（geographic E-mail path analysis） was proposed to al-low network administrators to cut off spam traffic on E-mail delivery.The algorithm first extracted route information to build E-mail path subset,and then uesed an effective method mapping IP add...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2007-01-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/74656464/ |
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| _version_ | 1841537506513780736 |
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| author | ZHANG Ni1 JIANG Yu2 FANG Bin-xing1 LI Guo1 |
| author_facet | ZHANG Ni1 JIANG Yu2 FANG Bin-xing1 LI Guo1 |
| author_sort | ZHANG Ni1 |
| collection | DOAJ |
| description | A geographic E-mail path based algorithm called GEPA（geographic E-mail path analysis） was proposed to al-low network administrators to cut off spam traffic on E-mail delivery.The algorithm first extracted route information to build E-mail path subset,and then uesed an effective method mapping IP addresses or domain names of nodes in an E-mail path into geographic information.Further,the algorithm detected spam by their geographic information deviation,using E-mail traffics from a link of backbone border router in China,which crosses the country boundary of China,the performance of GEPA algorithm is evaluated.The experimental results indicated that a 13.9% reduction of E-mail can be achieved with method.The results also showed GEPA was effective and practical which can be implemented in a mas-sive traffic environment handling over millions of mails every day with small memory consumption. |
| format | Article |
| id | doaj-art-fc26dc92851d448e90dc513e773f96ae |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2007-01-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-fc26dc92851d448e90dc513e773f96ae2025-01-14T08:35:09ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2007-01-01909574656464Spam filtering algorithm based on geographic E-mail path analysisZHANG Ni1JIANG Yu2FANG Bin-xing1LI Guo1A geographic E-mail path based algorithm called GEPA（geographic E-mail path analysis） was proposed to al-low network administrators to cut off spam traffic on E-mail delivery.The algorithm first extracted route information to build E-mail path subset,and then uesed an effective method mapping IP addresses or domain names of nodes in an E-mail path into geographic information.Further,the algorithm detected spam by their geographic information deviation,using E-mail traffics from a link of backbone border router in China,which crosses the country boundary of China,the performance of GEPA algorithm is evaluated.The experimental results indicated that a 13.9% reduction of E-mail can be achieved with method.The results also showed GEPA was effective and practical which can be implemented in a mas-sive traffic environment handling over millions of mails every day with small memory consumption.http://www.joconline.com.cn/zh/article/74656464/E-mail pathgeographic informationroute information |
| spellingShingle | ZHANG Ni1 JIANG Yu2 FANG Bin-xing1 LI Guo1 Spam filtering algorithm based on geographic E-mail path analysis Tongxin xuebao E-mail path geographic information route information |
| title | Spam filtering algorithm based on geographic E-mail path analysis |
| title_full | Spam filtering algorithm based on geographic E-mail path analysis |
| title_fullStr | Spam filtering algorithm based on geographic E-mail path analysis |
| title_full_unstemmed | Spam filtering algorithm based on geographic E-mail path analysis |
| title_short | Spam filtering algorithm based on geographic E-mail path analysis |
| title_sort | spam filtering algorithm based on geographic e mail path analysis |
| topic | E-mail path geographic information route information |
| url | http://www.joconline.com.cn/zh/article/74656464/ |
| work_keys_str_mv | AT zhangni1 spamfilteringalgorithmbasedongeographicemailpathanalysis AT jiangyu2 spamfilteringalgorithmbasedongeographicemailpathanalysis AT fangbinxing1 spamfilteringalgorithmbasedongeographicemailpathanalysis AT liguo1 spamfilteringalgorithmbasedongeographicemailpathanalysis |