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Table 9 Comparison between this work and some literature relevant works

From: A novel lightweight URL phishing detection system using SVM and similarity index

 

Recognition rate (%)

Artificial intelligence

URL features

HTML features

Search engines

Image recognition

DNS look up

Data mining

This work

95.80

+

+

−

−

−

−

−

CANTINA+ [5]

92

+

+

+

+

−

−

−

Li et al. [7]

99

+

−

−

−

+

+

−

Ramesh et al. [10]

99.62

−

−

−

+

−

+

+