Hiding sensitive association rules using the optimal electromagnetic optimization method and a dynamic bit vector data structure

作者:

Highlights:

• Applies a dynamic bit-vector data structure using an electromagnetic field approach.

• Makes adjustments to increase processing speed and reduce solution storage space.

• Hides sensitive association rules simultaneously.

• Proposes a solution for the reduction of non-sensitive information.

• Evaluates the proposed method based on both real-world and synthetic datasets.

摘要

•Applies a dynamic bit-vector data structure using an electromagnetic field approach.•Makes adjustments to increase processing speed and reduce solution storage space.•Hides sensitive association rules simultaneously.•Proposes a solution for the reduction of non-sensitive information.•Evaluates the proposed method based on both real-world and synthetic datasets.

论文关键词:Hide association rules,Optimize electromagnetic field,Dynamic bit vector,BitTable

论文评审过程:Received 23 October 2019, Revised 5 March 2021, Accepted 5 March 2021, Available online 11 March 2021, Version of Record 25 March 2021.

论文官网地址:https://doi.org/10.1016/j.eswa.2021.114879