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