Detection of phishing websites based on the improved TrustRank algorithm
Anti-phishing methods just generally detect phishing sites based on comparing the similarity of pages features,which could be anti-detected when attackers are clear about the extraction process of features.Therefore,a method based on web pages relationship was proposed to detect phishing websites.Ac...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Beijing Xintong Media Co., Ltd
2018-03-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2018046/ |
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| _version_ | 1841530277870960640 |
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| author | Hao HAN Bowen LIU Guoyuan LIN |
| author_facet | Hao HAN Bowen LIU Guoyuan LIN |
| author_sort | Hao HAN |
| collection | DOAJ |
| description | Anti-phishing methods just generally detect phishing sites based on comparing the similarity of pages features,which could be anti-detected when attackers are clear about the extraction process of features.Therefore,a method based on web pages relationship was proposed to detect phishing websites.According to this method,phishing websites were detected by an improved TrustRank algorithm which set up a collection of web pages and used the link relationship between phishing websites and other websites.Experiments show that the improved TrustRank algorithm can focus the trust values of phishing websites on some range with the lower false positive rate,the lower false negative rate and the higher speed compared to other methods. |
| format | Article |
| id | doaj-art-33721555aa6f4e9b9daec2cb5f047d9b |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2018-03-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-33721555aa6f4e9b9daec2cb5f047d9b2025-01-15T03:05:01ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012018-03-0134869459596508Detection of phishing websites based on the improved TrustRank algorithmHao HANBowen LIUGuoyuan LINAnti-phishing methods just generally detect phishing sites based on comparing the similarity of pages features,which could be anti-detected when attackers are clear about the extraction process of features.Therefore,a method based on web pages relationship was proposed to detect phishing websites.According to this method,phishing websites were detected by an improved TrustRank algorithm which set up a collection of web pages and used the link relationship between phishing websites and other websites.Experiments show that the improved TrustRank algorithm can focus the trust values of phishing websites on some range with the lower false positive rate,the lower false negative rate and the higher speed compared to other methods.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2018046/phishing websiteTrustRankweb page relationshiplink relationship |
| spellingShingle | Hao HAN Bowen LIU Guoyuan LIN Detection of phishing websites based on the improved TrustRank algorithm Dianxin kexue phishing website TrustRank web page relationship link relationship |
| title | Detection of phishing websites based on the improved TrustRank algorithm |
| title_full | Detection of phishing websites based on the improved TrustRank algorithm |
| title_fullStr | Detection of phishing websites based on the improved TrustRank algorithm |
| title_full_unstemmed | Detection of phishing websites based on the improved TrustRank algorithm |
| title_short | Detection of phishing websites based on the improved TrustRank algorithm |
| title_sort | detection of phishing websites based on the improved trustrank algorithm |
| topic | phishing website TrustRank web page relationship link relationship |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2018046/ |
| work_keys_str_mv | AT haohan detectionofphishingwebsitesbasedontheimprovedtrustrankalgorithm AT bowenliu detectionofphishingwebsitesbasedontheimprovedtrustrankalgorithm AT guoyuanlin detectionofphishingwebsitesbasedontheimprovedtrustrankalgorithm |