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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 − − − + − + +
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