Research Article

An Assessment of Lexical, Network, and Content-Based Features for Detecting Malicious URLs Using Machine Learning and Deep Learning Models

Table 3

Final set of selected features.

#Feature

1.presence_obfuscated_code
2.js_len
3.js_obf_len
4.count_All_Functions
5.count_find
6.count_unescape
7.count_escape
8.who_is
9.https
10.count_eval
11.presence_iFrame
12.count_search
13.presence_Window.open()
14.host_length
15.Count_-