Progress of research on privacy protection for data publication and data mining
With the rapid development of the computer technology, there are more and more data in the society. In order to acquire knowledge from the large amounts of data, collecting and data mining is necessary. However, the privacy information will inevitably be disclosed during the process. So it is partic...
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| Format: | Article |
| Language: | English |
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POSTS&TELECOM PRESS Co., LTD
2016-01-01
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| Series: | 网络与信息安全学报 |
| Subjects: | |
| Online Access: | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2016.00021 |
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| _version_ | 1841530468907876352 |
|---|---|
| author | Jiao WANG Ke-feng FAN Yong WANG |
| author_facet | Jiao WANG Ke-feng FAN Yong WANG |
| author_sort | Jiao WANG |
| collection | DOAJ |
| description | With the rapid development of the computer technology, there are more and more data in the society. In order to acquire knowledge from the large amounts of data, collecting and data mining is necessary. However, the privacy information will inevitably be disclosed during the process. So it is particularly important to improve the security of data and protect the useful data to avoid being disclosed. Several methods of data privacy preserving technology were analyzed when data was processed and briefly discussed the international standards which were made by JTC1 about privacy protection. According to its different application fields, the possible future research di-rections was proposed. Certain reference foundation could be provided for people who were in the field of informa-tion security. |
| format | Article |
| id | doaj-art-b0c11b645b8d4a498af7168a74487545 |
| institution | Kabale University |
| issn | 2096-109X |
| language | English |
| publishDate | 2016-01-01 |
| publisher | POSTS&TELECOM PRESS Co., LTD |
| record_format | Article |
| series | 网络与信息安全学报 |
| spelling | doaj-art-b0c11b645b8d4a498af7168a744875452025-01-15T03:04:17ZengPOSTS&TELECOM PRESS Co., LTD网络与信息安全学报2096-109X2016-01-012182659542810Progress of research on privacy protection for data publication and data miningJiao WANGKe-feng FANYong WANGWith the rapid development of the computer technology, there are more and more data in the society. In order to acquire knowledge from the large amounts of data, collecting and data mining is necessary. However, the privacy information will inevitably be disclosed during the process. So it is particularly important to improve the security of data and protect the useful data to avoid being disclosed. Several methods of data privacy preserving technology were analyzed when data was processed and briefly discussed the international standards which were made by JTC1 about privacy protection. According to its different application fields, the possible future research di-rections was proposed. Certain reference foundation could be provided for people who were in the field of informa-tion security.http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2016.00021privacy protectionbig datadata miningstandard |
| spellingShingle | Jiao WANG Ke-feng FAN Yong WANG Progress of research on privacy protection for data publication and data mining 网络与信息安全学报 privacy protection big data data mining standard |
| title | Progress of research on privacy protection for data publication and data mining |
| title_full | Progress of research on privacy protection for data publication and data mining |
| title_fullStr | Progress of research on privacy protection for data publication and data mining |
| title_full_unstemmed | Progress of research on privacy protection for data publication and data mining |
| title_short | Progress of research on privacy protection for data publication and data mining |
| title_sort | progress of research on privacy protection for data publication and data mining |
| topic | privacy protection big data data mining standard |
| url | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2016.00021 |
| work_keys_str_mv | AT jiaowang progressofresearchonprivacyprotectionfordatapublicationanddatamining AT kefengfan progressofresearchonprivacyprotectionfordatapublicationanddatamining AT yongwang progressofresearchonprivacyprotectionfordatapublicationanddatamining |