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Order preserving encryption for numeric data

机译:订单保留数字数据加密

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Encryption is a well established technology for protecting sensitive data. However, once encrypted, data can no longer be easily queried aside from exact matches. We present an order-preserving encryption scheme for numeric data that allows any comparison operation to be directly applied on encrypted data. Query results produced are sound (no false hits) and complete (no false drops). Our scheme handles updates gracefully and new values can be added without requiring changes in the encryption of other values. It allows standard databse indexes to be built over encrypted tables and can easily be integrated with existing database systems. The proposed scheme has been designed to be deployed in application environments in which the intruder can get access to the encrypted database, but does not have prior domain information such as the distribution of values and annot encrypt or decrypt arbitrary values of his choice. The encryption is robust against estimation of the true value in such environments.
机译:加密是一种用于保护敏感数据的成熟技术。但是,一旦进行了加密,除了精确匹配之外,再也无法轻松查询数据了。我们提出了一种用于数字数据的保留顺序的加密方案,该方案允许将任何比较操作直接应用于加密的数据。产生的查询结果是声音(没有错误命中)和完整的(没有错误丢弃)。我们的方案可以优雅地处理更新,并且可以添加新值,而无需更改其他值的加密。它允许在加密表上构建标准数据库索引,并可以轻松地与现有数据库系统集成。提议的方案已设计为部署在入侵者可以访问加密数据库但不具有优先域信息(例如值的分布)并且不加密或解密他选择的任意值的应用程序环境中。在这种环境下,加密对估计真实值具有鲁棒性。

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