Dynamic and semantic-aware access-control model for privacy preservation in multiple data center environments
With the rapid development of intelligent perception and other data acquisition technologies in the Internet of things, large-scale scientific workflows have been widely used in geographically distributed multiple data centers to realize high performance in business model construction and computatio...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2020-05-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1177/1550147720921778 |
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| _version_ | 1832556808790605824 |
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| author | Aiguo Chen Guoming Lu Hanwen Xing Yuan Xie Shunwei Yuan |
| author_facet | Aiguo Chen Guoming Lu Hanwen Xing Yuan Xie Shunwei Yuan |
| author_sort | Aiguo Chen |
| collection | DOAJ |
| description | With the rapid development of intelligent perception and other data acquisition technologies in the Internet of things, large-scale scientific workflows have been widely used in geographically distributed multiple data centers to realize high performance in business model construction and computational processing. However, insider threats pose very significant privacy and security risks to systems. Traditional access-control models can no longer satisfy the reasonable authorization of resources in these new cross-domain environments. Therefore, a dynamic and semantic-aware access-control model is proposed for privacy preservation in multiple data center environments, which implements a semantic dynamic authorization strategy based on an anomaly assessment of users’ behavior sequences. The experimental results demonstrate that this dynamic and semantic-aware access-control model is highly dynamic and flexible and can improve the security of the application system. |
| format | Article |
| id | doaj-art-3dab2653f9e14926aa2e273165c5dfcb |
| institution | Kabale University |
| issn | 1550-1477 |
| language | English |
| publishDate | 2020-05-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-3dab2653f9e14926aa2e273165c5dfcb2025-02-03T05:44:19ZengWileyInternational Journal of Distributed Sensor Networks1550-14772020-05-011610.1177/1550147720921778Dynamic and semantic-aware access-control model for privacy preservation in multiple data center environmentsAiguo ChenGuoming LuHanwen XingYuan XieShunwei YuanWith the rapid development of intelligent perception and other data acquisition technologies in the Internet of things, large-scale scientific workflows have been widely used in geographically distributed multiple data centers to realize high performance in business model construction and computational processing. However, insider threats pose very significant privacy and security risks to systems. Traditional access-control models can no longer satisfy the reasonable authorization of resources in these new cross-domain environments. Therefore, a dynamic and semantic-aware access-control model is proposed for privacy preservation in multiple data center environments, which implements a semantic dynamic authorization strategy based on an anomaly assessment of users’ behavior sequences. The experimental results demonstrate that this dynamic and semantic-aware access-control model is highly dynamic and flexible and can improve the security of the application system.https://doi.org/10.1177/1550147720921778 |
| spellingShingle | Aiguo Chen Guoming Lu Hanwen Xing Yuan Xie Shunwei Yuan Dynamic and semantic-aware access-control model for privacy preservation in multiple data center environments International Journal of Distributed Sensor Networks |
| title | Dynamic and semantic-aware access-control model for privacy preservation in multiple data center environments |
| title_full | Dynamic and semantic-aware access-control model for privacy preservation in multiple data center environments |
| title_fullStr | Dynamic and semantic-aware access-control model for privacy preservation in multiple data center environments |
| title_full_unstemmed | Dynamic and semantic-aware access-control model for privacy preservation in multiple data center environments |
| title_short | Dynamic and semantic-aware access-control model for privacy preservation in multiple data center environments |
| title_sort | dynamic and semantic aware access control model for privacy preservation in multiple data center environments |
| url | https://doi.org/10.1177/1550147720921778 |
| work_keys_str_mv | AT aiguochen dynamicandsemanticawareaccesscontrolmodelforprivacypreservationinmultipledatacenterenvironments AT guominglu dynamicandsemanticawareaccesscontrolmodelforprivacypreservationinmultipledatacenterenvironments AT hanwenxing dynamicandsemanticawareaccesscontrolmodelforprivacypreservationinmultipledatacenterenvironments AT yuanxie dynamicandsemanticawareaccesscontrolmodelforprivacypreservationinmultipledatacenterenvironments AT shunweiyuan dynamicandsemanticawareaccesscontrolmodelforprivacypreservationinmultipledatacenterenvironments |