|
Investigating Information Structure of Phishing Emails Based on
Persuasive Communication Perspective
Ki Jung Lee
The iSchool at Drexel
College of Information Science and Technology
Drexel University
Philadelphia, PA USA
Il-Yeol Song
The iSchool at Drexel
College of Information Science and Technology
Drexel University
Philadelphia, PA USA
ABSTRACT
Current approaches of phishing filters
depend on classifying messages based on textually discernable
features such as IP-based URLs or domain names as those features
that can be easily extracted from a given phishing message.
However, in the same sense, those easily perceptible features
can be easily manipulated by sophisticated phishers. Therefore,
it is important that universal patterns of phishing messages
should be identified for feature extraction to serve as a basis
for text classification. In this paper, we demonstrate that user
perception regarding phishing message can be identified in
central and peripheral routes of information processing. We also
present a method of formulating quantitative model that can
represent persuasive information structure in phishing messages.
This paper makes contribution to phishing classification
research by presenting the idea of universal information
structure in terms of persuasive communication theories.
|