A graph-theoretic approach for the detection of phishing webpages

• Main Authors: Tan, Choon Lin, Chiew, Kang Leng, Yong, Kelvin S.C., Sze, San Nah, Abdullah, Johari, Sebastian, Yakub
• Format: Article
• Language: English
• Published: Elsevier 2020
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://ir.unimas.my/id/eprint/31278/1/A%20Graph-Theoretic%20-%20Copy.pdf; http://ir.unimas.my/id/eprint/31278/; https://www.sciencedirect.com/science/article/pii/S016740482030078X; https://doi.org/10.1016/j.cose.2020.101793

Over the years, various technical means have been developed to protect Internet users from phishing attacks. To enrich the anti-phishing efforts, we capitalise on concepts from graph theories, and propose a set of novel graph features to improve the phishing detection accuracy. The initial phase of...