2022 IEEE 38th International Conference on Data Engineering (ICDE) · 2022 · 12 citations · 28 references
ComputingCloud ComputingComputer ScienceCloud DatabasesCryptographyDatabasesCloud EncryptionData EncryptionData SecurityDatabase PrivacyPrivacy-preserving ProtocolsQuery ProcessingDatabase EncryptionEncryptionEncryption Scheme SecurityPrivacy-preserving Query ProcessingProvable SecurityQuery Processing Over Encrypted DataQuery SecurityTransitive Closure
Encryption provides a method to protect data out-sourced to a DBMS provider, e.g., in the cloud. However, performing database operations over encrypted data requires specialized encryption schemes that carefully balance security and performance. In this paper, we present a new encryption scheme that can efficiently perform equi-joins over encrypted data using only software and a single server with better security than the state-of-the-art. In particular, our encryption scheme reduces the leakage to equality of rows that match a selection criterion and only reveals the transitive closure of the union of the leakages of each query in a series of queries. Our encryption scheme is provable secure. We implemented our encryption scheme and evaluated it over a dataset from the TPC- H benchmark.
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