Skip to main content

Table 1 Comparison of learning-based phishing detection

From: Phishing page detection via learning classifiers from page layout feature

Detection

Input features

Input samples

Classifiers

Precision

Pan et al. [10]

7 features

About 380

1

***

Xiang et al. [11]

15 features

About 8120

6

****

Abdelhamid et al. [22]

16 features

About 1350

6

**

Mao et al. [24]

1 feature

About 2930

2

**

Our work

1 feature

About 26580

4

**

  1. The precision in the table means the degree of correct detection
  2. *The precision is below 90%
  3. **The precision is in 90–95%
  4. ***The precision is in 95–97%
  5. ****The precision is in 97–100%