BOPE: Boundary Order-Preserving Encryption Scheme in Relational Database System

Recently, researchers are being more interested in performing operations directly on the encrypted database with the help of the Order-Preserving Encryption (OPE) scheme. This mechanism enables executing many types of queries efficiently, such as range query and comparison, since it can preserve the...

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Main Authors: Si Chen, Lin Li, Wenyu Zhang, Xiaolin Chang, Zhen Han
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9350588/
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spelling doaj-55288c6dc09a40f382013f41f7df93e02021-03-30T15:06:20ZengIEEEIEEE Access2169-35362021-01-019301243013410.1109/ACCESS.2021.30581869350588BOPE: Boundary Order-Preserving Encryption Scheme in Relational Database SystemSi Chen0https://orcid.org/0000-0003-1559-2136Lin Li1https://orcid.org/0000-0001-5232-6502Wenyu Zhang2https://orcid.org/0000-0002-2587-3321Xiaolin Chang3https://orcid.org/0000-0002-2975-8857Zhen Han4https://orcid.org/0000-0002-3688-873XSchool of Computer and Information Technology, Beijing Jiaotong University, Beijing, ChinaSchool of Computer and Information Technology, Beijing Jiaotong University, Beijing, ChinaSchool of Computer Science and Technology, Shandong University of Finance and Economics, Jinan, ChinaSchool of Computer and Information Technology, Beijing Jiaotong University, Beijing, ChinaSchool of Computer and Information Technology, Beijing Jiaotong University, Beijing, ChinaRecently, researchers are being more interested in performing operations directly on the encrypted database with the help of the Order-Preserving Encryption (OPE) scheme. This mechanism enables executing many types of queries efficiently, such as range query and comparison, since it can preserve the relative order of underlying plaintext on ciphertexts. However, traditional OPE schemes cannot achieve ideal security against IND-OCPA (INDistinguishability under Ordered Chosen-Plaintext Attack) in a linear length of static encoding. Popa's mutable scheme (namely, mOPE) is an effective solution to perform the range query in the database environment. In this paper, we propose a novel scheme, Boundary OrderPreserving Encryption (BOPE), to achieve high performance under ideal security. BOPE comprises two algorithms. One is a searching algorithm in which we propose a data structure, the boundary tree, to optimize the algorithm by cutting the scope of each iteration and reducing the rounds of interaction. The second algorithm is an updating algorithm for stale encoding, which determines whether to update the lookup table according to the type of each query, in order to avoid the time cost of redundant updates. We implemented and evaluated BOPE on a practical environment where we have achieved a performance increase of more than 10% from mOPE.https://ieeexplore.ieee.org/document/9350588/Order-preserving encryption/encodingIND-OCPA securityencrypted database systemefficiency
collection DOAJ
language English
format Article
sources DOAJ
author Si Chen
Lin Li
Wenyu Zhang
Xiaolin Chang
Zhen Han
spellingShingle Si Chen
Lin Li
Wenyu Zhang
Xiaolin Chang
Zhen Han
BOPE: Boundary Order-Preserving Encryption Scheme in Relational Database System
IEEE Access
Order-preserving encryption/encoding
IND-OCPA security
encrypted database system
efficiency
author_facet Si Chen
Lin Li
Wenyu Zhang
Xiaolin Chang
Zhen Han
author_sort Si Chen
title BOPE: Boundary Order-Preserving Encryption Scheme in Relational Database System
title_short BOPE: Boundary Order-Preserving Encryption Scheme in Relational Database System
title_full BOPE: Boundary Order-Preserving Encryption Scheme in Relational Database System
title_fullStr BOPE: Boundary Order-Preserving Encryption Scheme in Relational Database System
title_full_unstemmed BOPE: Boundary Order-Preserving Encryption Scheme in Relational Database System
title_sort bope: boundary order-preserving encryption scheme in relational database system
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2021-01-01
description Recently, researchers are being more interested in performing operations directly on the encrypted database with the help of the Order-Preserving Encryption (OPE) scheme. This mechanism enables executing many types of queries efficiently, such as range query and comparison, since it can preserve the relative order of underlying plaintext on ciphertexts. However, traditional OPE schemes cannot achieve ideal security against IND-OCPA (INDistinguishability under Ordered Chosen-Plaintext Attack) in a linear length of static encoding. Popa's mutable scheme (namely, mOPE) is an effective solution to perform the range query in the database environment. In this paper, we propose a novel scheme, Boundary OrderPreserving Encryption (BOPE), to achieve high performance under ideal security. BOPE comprises two algorithms. One is a searching algorithm in which we propose a data structure, the boundary tree, to optimize the algorithm by cutting the scope of each iteration and reducing the rounds of interaction. The second algorithm is an updating algorithm for stale encoding, which determines whether to update the lookup table according to the type of each query, in order to avoid the time cost of redundant updates. We implemented and evaluated BOPE on a practical environment where we have achieved a performance increase of more than 10% from mOPE.
topic Order-preserving encryption/encoding
IND-OCPA security
encrypted database system
efficiency
url https://ieeexplore.ieee.org/document/9350588/
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