Feature Selection for Improved Phishing Detection

@inproceedings{Basnet2012FeatureSF,
  title={Feature Selection for Improved Phishing Detection},
  author={Ram B. Basnet and Andrew H. Sung and Qingzhong Liu},
  booktitle={IEA/AIE},
  year={2012}
}
Phishing – a hotbed of multibillion dollar underground economy – has become an important cybersecurity problem. The centralized blacklist approach used by most web browsers usually fails to detect zero-day attacks, leaving the ordinary users vulnerable to new phishing schemes; therefore, learning machine based approaches have been implemented for phishing detection. Many existing techniques in phishing website detection seem to include as many features as can be conceived, while identifying a… CONTINUE READING
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