{"title":"Searching over encrypted data in cloud systems","authors":"F. Kerschbaum","doi":"10.1145/2462410.2462888","DOIUrl":null,"url":null,"abstract":"Security is still a major inhibitor of cloud computing. When companies are testing cloud applications, e.g. for storage or databases, they use generated data for fear of data loss. Modern encrypted databases where the cryptographic key remains at the client provide a solution to this problem. Recent results in cryptography, such order-preserving encryption, and database systems enable the practical use of these systems. We report on our pre-development efforts of implementing such an encrypted database in an in-memory, column store database. We highlight some unsolved research challenges: such as access control, infrequent queries and security vs. performance query optimization. Challenges to key management in multi-user environments remain largely unsolved. We give an overview of the architecture and performance benchmarks on our prototype which are very encouraging for practical adoption.","PeriodicalId":74509,"journal":{"name":"Proceedings of the ... ACM symposium on access control models and technologies. ACM Symposium on Access Control Models and Technologies","volume":"18 1","pages":"87-88"},"PeriodicalIF":0.0000,"publicationDate":"2013-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the ... ACM symposium on access control models and technologies. ACM Symposium on Access Control Models and Technologies","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2462410.2462888","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6

Abstract

Security is still a major inhibitor of cloud computing. When companies are testing cloud applications, e.g. for storage or databases, they use generated data for fear of data loss. Modern encrypted databases where the cryptographic key remains at the client provide a solution to this problem. Recent results in cryptography, such order-preserving encryption, and database systems enable the practical use of these systems. We report on our pre-development efforts of implementing such an encrypted database in an in-memory, column store database. We highlight some unsolved research challenges: such as access control, infrequent queries and security vs. performance query optimization. Challenges to key management in multi-user environments remain largely unsolved. We give an overview of the architecture and performance benchmarks on our prototype which are very encouraging for practical adoption.
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搜索云系统中的加密数据
安全性仍然是云计算的主要障碍。当公司测试云应用程序时,例如存储或数据库,他们使用生成的数据,因为担心数据丢失。加密密钥保存在客户端的现代加密数据库为这个问题提供了解决方案。密码学(例如保序加密)和数据库系统的最新成果使这些系统能够实际使用。我们将报告在内存中列存储数据库中实现这种加密数据库的开发前工作。我们强调了一些尚未解决的研究挑战:如访问控制、不频繁查询和安全性与性能查询优化。多用户环境中密钥管理的挑战在很大程度上仍未得到解决。我们概述了我们的原型的架构和性能基准,这对实际采用非常鼓舞人心。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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