A creative approach to understanding the hidden information within the business data using Deep Learning

作者:

Highlights:

• The Deep neural network-based invisible text steganalysis performs the fully specified extraction of both features and phrases related to the particular business to resolve such issues in business data sharing communication

• A relative information entropy is obtained for a rough feature optimization. The feature matrices are recognized from the generated information entropy

• From that matrix, the information in the particular matrix is weighted and based on the weights. The hidden business information is selected and extracted at the receiver end of the business transformation.

摘要

•The Deep neural network-based invisible text steganalysis performs the fully specified extraction of both features and phrases related to the particular business to resolve such issues in business data sharing communication•A relative information entropy is obtained for a rough feature optimization. The feature matrices are recognized from the generated information entropy•From that matrix, the information in the particular matrix is weighted and based on the weights. The hidden business information is selected and extracted at the receiver end of the business transformation.

论文关键词:Hidden information,Business data,Deep Learning

论文评审过程:Received 1 March 2021, Revised 7 April 2021, Accepted 24 April 2021, Available online 20 June 2021, Version of Record 20 June 2021.

论文官网地址:https://doi.org/10.1016/j.ipm.2021.102615