Development of methods for identifying an appropriate benchmarking peer to establish information security policy

作者：

Highlights：

• Identifying benchmarking peer for establishing an information security policy.

• Feature engineering based on Vague Soft Set.

• Improvements of Gaussian process classification by integrating Vague Soft Set.

• Combined use of Gaussian process and Vague Soft Set performs best among classifiers.

摘要

•Identifying benchmarking peer for establishing an information security policy.•Feature engineering based on Vague Soft Set.•Improvements of Gaussian process classification by integrating Vague Soft Set.•Combined use of Gaussian process and Vague Soft Set performs best among classifiers.

论文关键词：Benchmarking,Information security policy,Method development,Gaussian process,VSS,Machine learning

论文评审过程：Received 10 March 2021, Revised 6 November 2021, Accepted 27 March 2022, Available online 6 April 2022, Version of Record 21 April 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.117028