A Blockchain Based Secure Framework for User-centric Multi-party Skyline Queries

Md. Motaleb Hossen Manik, Kazi Md. Rokibul Alam, Y. Morimoto
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Abstract

For commercial purposes, business organizations with mutual interests while competing with one another usually intend to keep their datasets to be confidential. Secure multiparty skyline queries enable these organizations to retrieve dominated data objects from their sensitive datasets. Here, a distinction among datasets according to priority, retaining data privacy along with integrity, targeted enquires, etc., are crucial. This paper proposes a secure framework for multi-party skyline queries that incorporates these requirements together. To prioritize datasets it assigns distinct weights to parties’ datasets. To retain adequate privacy it exploits a cryptosystem that engages a single key for encryption but multiple separate keys for decryption. To attain data anonymity it re-encrypts and shuffles the encrypted data. To assure data integrity it deploys a unique block comprising encrypted data designated for every party within the blockchain storage. To enable enlisted users to ask intended queries it accepts their inquiries. This paper is a preliminary report and evaluation of the proposed framework.
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基于区块链的以用户为中心的多方Skyline查询安全框架
出于商业目的,具有共同利益的商业组织在相互竞争的同时通常打算对其数据集保密。安全的多方天际线查询使这些组织能够从其敏感数据集中检索主导数据对象。在这里,根据优先级区分数据集,保留数据隐私以及完整性,有针对性的查询等是至关重要的。本文提出了一个多方天际线查询的安全框架,将这些需求结合在一起。为了优先考虑数据集,它为各方的数据集分配不同的权重。为了保持足够的隐私,它利用了一种密码系统,该系统使用单个密钥进行加密,但使用多个单独的密钥进行解密。为了获得数据匿名性,它对加密后的数据进行重新加密和洗牌。为了确保数据的完整性,它部署了一个独特的块,其中包含为区块链存储中的每一方指定的加密数据。为了使登记的用户能够提出预期的查询,它接受他们的查询。本文是对拟议框架的初步报告和评估。
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