Piracema.io: A rules-based tree model for phishing prediction

作者:

Highlights:

• The proposal presents a prediction based on a decision tree.

• The model categorizes 5 distinct behavior strategies.

• The model is based on 30 distinct features and 25 rules.

• The proposal is focused on targeted phishing.

• The proposal was evaluated over the two experiments with the real phishing pages.

摘要

•The proposal presents a prediction based on a decision tree.•The model categorizes 5 distinct behavior strategies.•The model is based on 30 distinct features and 25 rules.•The proposal is focused on targeted phishing.•The proposal was evaluated over the two experiments with the real phishing pages.

论文关键词:Phishing,Rule-based tree,Frauds prevent,Expert system,Prediction model

论文评审过程:Received 13 April 2021, Revised 10 August 2021, Accepted 13 November 2021, Available online 4 December 2021, Version of Record 8 December 2021.

论文官网地址:https://doi.org/10.1016/j.eswa.2021.116239