Phishing is an online identity theft that has threatened Internet users for more than a decade. This paper proposes an anti-phishing technique based on a weighted URL tokens system, which extracts identity keywords from a query webpage. Using the identity keywords as search terms, a search engine is invoked to pinpoint the target domain name, which can be used to determine the legitimacy of the query webpage. Experiments were conducted over 1000 datasets, where 99.20% true positives and 92.20% true negatives were achieved. Results suggest that the proposed system can detect phishing webpages effectively without using conventional language-dependent keywords extraction algorithms.
CITATION STYLE
Tan, C. L., Chiew, K. L., & Sze, S. N. (2017). Phishingwebpage detection usingweighted URL tokens for identity keywords retrieval. In Lecture Notes in Electrical Engineering (Vol. 398, pp. 133–139). Springer Verlag. https://doi.org/10.1007/978-981-10-1721-6_15
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