PhiUSIIL Phishing URL Dataset

Published: 15 November 2023| Version 2 | DOI: 10.17632/shwpxscxy2.2
Arvind Prasad, Shalini Chandra


PhiUSIIL Phishing URL Dataset is a substantial dataset comprising 134,850 legitimate and 100,945 phishing URLs. Most of the URLs we analyzed while constructing the dataset are the latest URLs. Features are extracted from the source code of the webpage and URL. Features such as CharContinuationRate, URLTitleMatchScore, URLCharProb, and TLDLegitimateProb are derived from existing features. Citation: Prasad, A., & Chandra, S. (2023). PhiUSIIL: A diverse security profile empowered phishing URL detection framework based on similarity index and incremental learning. Computers & Security, 103545. doi:


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Computer Science, Cybersecurity, Machine Learning, Cyber Attack