Development of Technology for Searching for Similar Web Pages Based on Embeddings in a Web Anti-phishing Project

Student: Aleshina Ellina

Faculty: HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE)

Educational Programme: Information Science and Computation Technology (Bachelor)

Year of Graduation: 2024

This final qualification work is based on Kaspersky Lab and is devoted to the development of a vector representation-based technology for searching similar web pages in a web anti-phishing project. The work develops a method that will allow detection of phishing pages in a large collection of phishing pages that are similar to already known phishing pages, but have enough differences not to be detected by more rigorous structural methods. The developed solution will not only find new fraudulent pages that are similar to those already detected by strict rules, but also detect clusters of fraudulent web pages that are structurally different from each other.

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