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

Table 1

Features present in the dataset.

#	Attribute	Description
1	url	URL of the website
2	ip_add	The IP address of the website
3	geo_loc	The geographical location where the website is being hosted
4	url_len	Length of the URL of the website
5	js_len	Length of JavaScript code present on the website
6	js_obf_len	Length of the obfuscated JavaScript code present on the website
7	tld	Top-Level domain of the website
8	who_is	WHO IS domain information is complete or no
9	https	Website is HTTPS protocol using
10	Content	Raw web page content with JavaScript code
11	Label	Label for indicating if the website is malicious or benign