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RASP-QS: Efficient and Confidential Query Services in the Cloud

机译:RASP-QS:云中的高效和机密查询服务

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Hosting data query services in public clouds is an attractive solution for its great scalability and significant cost savings. However, data owners also have concerns on data privacy due to the lost control of the infrastructure. This demonstration shows a prototype for efficient and confidential range/kNN query services built on top of the random space perturbation (RASP) method. The RASP approach provides a privacy guarantee practical to the setting of cloud-based computing, while enabling much faster query processing compared to the encryption-based approach. This demonstration will allow users to more intuitively understand the technical merits of the RASP approach via interactive exploration of the visual interface.
机译:在公共云中托管数据查询服务是一种有吸引力的解决方案,因为它具有出色的可伸缩性和可观的成本节省。但是,由于基础架构失去控制,数据所有者还担心数据隐私。该演示展示了基于随机空间扰动(RASP)方法构建的高效,机密范围/ kNN查询服务的原型。 RASP方法为基于云的计算设置提供了切实可行的隐私保证,同时与基于加密的方法相比,可以更快地进行查询处理。该演示将使用户能够通过可视界面的交互探索来更直观地了解RASP方法的技术优点。

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