For this work, we use the length of the URL, the number of sections and the excessive use of special characters such as digits, hyphens and dashes.
we identify whether the URL contains digits, dashes or underscores as individual symbols, which were found to be useful as features for detecting phishing URLs (Basnet et al., 2014).