首页> 外文期刊>Future generation computer systems >OBPP: An ontology-based framework for privacy-preserving in IoT-based smart city
【24h】

OBPP: An ontology-based framework for privacy-preserving in IoT-based smart city

机译:OBPP:基于IOT的智能城市隐私保留的基于本体的框架

获取原文
获取原文并翻译 | 示例
       

摘要

IoT devices generate data over time, which is going to be shared with other parties to provide high-level services. Smart City is one of its applications which aims to manage cities automatically. Because of the large number of devices, three critical challenges come up: heterogeneity, privacy-preserving of generated data, and providing high-level services. The existing solutions cannot even solve two of the mentioned challenges simultaneously. In this paper, we propose a three-module framework, named "Ontology-Based Privacy-Preserving" (OBPP) to address these issues. The first module includes an ontology, a data storage model, to address the heterogeneity issue while keeping the privacy information of IoT devices. The second one contains semantic reasoning rules to find abnormal patterns while addressing the quality of provided services. The third module provides a privacy rules manager to address the privacy-preserving challenges of IoT devices achieved by dynamically changing privacy behaviors of the devices. Extensive simulations on a synthetic smart city dataset demonstrate the superior performance of our approach compared to the existing solutions while providing affordability and robustness against information leakages. Thus, it can be widely applied to smart cities.
机译:IOT设备会随着时间的推移生成数据,它将与其他方共享,以提供高级服务。智能城市是其应用程序之一,旨在自动管理城市。由于设备数量大,提出了三个关键挑战:异质性,保留生成数据的保留,并提供高级服务。现有解决方案甚至不能同时解决两个提到的挑战。在本文中,我们提出了一个三个模块框架,名为“基于本体的隐私保留”(OBPP)来解决这些问题。第一模块包括一个本体,数据存储模型,以解决异质性问题,同时保留IOT设备的隐私信息。第二个包含语义推理规则,以找到异常模式,同时解决提供的服务质量。第三个模块提供了隐私规则管理器,以解决通过动态更改设备的隐私行为而实现的隐私保留了IoT设备的挑战。合成智能城市数据集的广泛模拟,与现有解决方案相比,我们的方法的卓越性能呈现出可负担性和对信息泄漏的稳健性。因此,它可以广泛应用于智能城市。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号