Protect Both Integrity and Confidentiality in Outsourcing Collaborative Filtering Computations

Tang, Qiang; Pejó, Balázs; Wang, Husen

doi:10.1109/cloud.2016.0141

Cited by 5 publications

(1 citation statement)

References 11 publications

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“…The challenge is how to design those fake tuples for authentication while keeping the original data analytics results unchanged. The existing authentication solutions include various types of data mining computations, including association rule mining [27], [28], [29], outlier mining [30], [48], clustering [46], Bayesian network construction [47], and collaborative filtering [70], [72]. Many of these solutions (e.g.…”

Section: Authentication Of Various Types Of Outsourced Computationsmentioning

confidence: 99%

Integrity Authentication for SQL Query Evaluation on Outsourced Databases: A Survey

Zhang

Dong

Wang

2021

IEEE Trans. Knowl. Data Eng.

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Spurred by the development of cloud computing, there has been considerable recent interest in the Database-as-a-Service (DaaS) paradigm. Users lacking in expertise or computational resources can outsource their data and database management needs to a third-party service provider. Outsourcing, however, raises an important issue of result integrity: how can the client verify with lightweight overhead that the query results returned by the service provider are correct (i.e., the same as the results of query execution locally)? This survey focuses on categorizing and reviewing the progress on the current approaches for result integrity of SQL query evaluation in the DaaS model. The survey also includes some potential future research directions for result integrity verification of the outsourced computations.Index Terms-Database-as-a-Service, SQL query, result integrity verification.1. Amazon Elastic Compute Cloud (EC2) [1] charges the users by the number of computing hours and the size of transferred data. It does not provide any detail of the involved computations (e.g., bandwidth, computing cycles, etc.) in the bills. Many online discussions [5], [6] have revealed that there are hidden service fees related to the computation details, e.g., how data is located on the servers.

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Section: Authentication Of Various Types Of Outsourced Computationsmentioning

confidence: 99%

Integrity Authentication for SQL Query Evaluation on Outsourced Databases: A Survey

Zhang

Dong

Wang

2021

IEEE Trans. Knowl. Data Eng.

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Outsourcing the Unsigncryption of Compact Attribute-Based Signcryption for General Circuits

Chen¹,

Han²,

Jiang³

et al. 2016

Communications in Computer and Information Science

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