Sensitive information leakage awareness method for big data platform based on multi-attributes decision-making and taint tracking
Based on multiple-attribute-decision-making and taint tracking,a sensitive-information leakage awareness method was proposed,some relative known vulnerabilities in big data platform was analyzed,target database was extracted and extended,multiple attribute model was built combined with operation sem...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2017-07-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2017143/ |
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| _version_ | 1841539495736901632 |
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| author | Le-tian SHA Fu XIAO Wei CHEN Jing SUN Ru-chuan WANG |
| author_facet | Le-tian SHA Fu XIAO Wei CHEN Jing SUN Ru-chuan WANG |
| author_sort | Le-tian SHA |
| collection | DOAJ |
| description | Based on multiple-attribute-decision-making and taint tracking,a sensitive-information leakage awareness method was proposed,some relative known vulnerabilities in big data platform was analyzed,target database was extracted and extended,multiple attribute model was built combined with operation semantic,a grey-correlation-analysis and technique for order preference by similarity to an ideal solution based sensitivity measurement was designed in combination of regular operation semantic for sensitive information.A prototype was built based on taint tracking,sensitive-information leakage vulnerabilities could be verified and discovered across big data platforms in this method.The experiment shows that verification for known bugs and discovery for unknown vulnerabilities can be accomplished based on leakage scenarios,which can be regarded as a support for protection in dynamic sensitive information data flow. |
| format | Article |
| id | doaj-art-3dec2d83c89d443db6f440641624dc06 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2017-07-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-3dec2d83c89d443db6f440641624dc062025-01-14T07:12:33ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2017-07-0138566959710893Sensitive information leakage awareness method for big data platform based on multi-attributes decision-making and taint trackingLe-tian SHAFu XIAOWei CHENJing SUNRu-chuan WANGBased on multiple-attribute-decision-making and taint tracking,a sensitive-information leakage awareness method was proposed,some relative known vulnerabilities in big data platform was analyzed,target database was extracted and extended,multiple attribute model was built combined with operation semantic,a grey-correlation-analysis and technique for order preference by similarity to an ideal solution based sensitivity measurement was designed in combination of regular operation semantic for sensitive information.A prototype was built based on taint tracking,sensitive-information leakage vulnerabilities could be verified and discovered across big data platforms in this method.The experiment shows that verification for known bugs and discovery for unknown vulnerabilities can be accomplished based on leakage scenarios,which can be regarded as a support for protection in dynamic sensitive information data flow.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2017143/multi-attributes decision makingtaint trackingbig data platformsensitive information |
| spellingShingle | Le-tian SHA Fu XIAO Wei CHEN Jing SUN Ru-chuan WANG Sensitive information leakage awareness method for big data platform based on multi-attributes decision-making and taint tracking Tongxin xuebao multi-attributes decision making taint tracking big data platform sensitive information |
| title | Sensitive information leakage awareness method for big data platform based on multi-attributes decision-making and taint tracking |
| title_full | Sensitive information leakage awareness method for big data platform based on multi-attributes decision-making and taint tracking |
| title_fullStr | Sensitive information leakage awareness method for big data platform based on multi-attributes decision-making and taint tracking |
| title_full_unstemmed | Sensitive information leakage awareness method for big data platform based on multi-attributes decision-making and taint tracking |
| title_short | Sensitive information leakage awareness method for big data platform based on multi-attributes decision-making and taint tracking |
| title_sort | sensitive information leakage awareness method for big data platform based on multi attributes decision making and taint tracking |
| topic | multi-attributes decision making taint tracking big data platform sensitive information |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2017143/ |
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