Hybrid Rule-Based Solution for Phishing URL Detection Using Convolutional Neural Network

Table 1

Comparison of features extraction described based methods.

Method	Speed	Coverage	Reliability	User-friendly process
Blacklisted	--	++	--	++
Lexical and host	+	++	+	++
Content	++	++	++	--
Identity	++	-	-	++
Visual similarity	++	+	+	++
Behavioral	--	++	++	-

“--” means the requirement is not satisfied; “-,” the requirement is satisfied in some points; “+,” the requirement is almost satisfied; and “++,” the requirement is fully satisfied.