PhiUSIIL Phishing URL Dataset
Published: 15 November 2023| Version 2 | DOI: 10.17632/shwpxscxy2.2
Contributors:
Arvind Prasad, Shalini ChandraDescription
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: https://doi.org/10.1016/j.cose.2023.103545
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Steps to reproduce
Refer to https://doi.org/10.1016/j.cose.2023.103545
Categories
Computer Science, Cybersecurity, Machine Learning, Cyber Attack