Phishing Email Detection Using Improved RCNN with Multilevel Vectors and Attention Mechanism
T. Kavitha, G. Vaishnavi, M. Ramyashree, Charanjeet Kaur · International Journal for Research in Applied Science and Engineering Technology · 2022
Abstract: The Phishing emails are the common threats in the present world which leads to the financial losses and stealing the sensitive information like credit card details, username and password etc. Due to increase in the rate of phishing emails there is a need to introduce the effective phishing detection technology. In order to detect the phishing emails many methods, techniques and technologies are introduced .Improved RCNN with multilevel vectors and attention mechanism is one such technology. Firstly, the email structure is analyzed and then by using RCNN model with multilevel vectors ,attention mechanism phishing content is detected .we introduce noise to test the effectiveness.