[PDF][PDF] A literature review on classification of phishing attacks

S Chanti, T Chithralekha - International Journal of Advanced …, 2022 - researchgate.net
Phishing is a type of security threat that loots users' personal credentials such as online
banking, credit card numbers, card verification value (CVV) numbers, automated teller …

Web content filtering through knowledge distillation of large language models

T Vörös, SP Bergeron, K Berlin - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
We introduce a state-of-the-art approach for URL categorization that leverages the power of
Large Language Models (LLMs) to address the primary objectives of web content filtering …

Profiler: Profile-Based Model to Detect Phishing Emails

M Shmalko, A Abuadbba, R Gaire, T Wu… - arXiv preprint arXiv …, 2022 - arxiv.org
Email phishing has become more prevalent and grows more sophisticated over time. To
combat this rise, many machine learning (ML) algorithms for detecting phishing emails have …

PhishClone: measuring the efficacy of cloning evasion attacks

A Wong, A Abuadbba, M Almashor… - arXiv preprint arXiv …, 2022 - arxiv.org
Web-based phishing accounts for over 90% of data breaches, and most web-browsers and
security vendors rely on machine-learning (ML) models as mitigation. Despite this, links …

Reliability and robustness analysis of machine learning based phishing url detectors

B Sabir, MA Babar, R Gaire… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
ML-based Phishing URL (MLPU) detectors serve as the first level of defence to protect users
and organisations from being victims of phishing attacks. Lately, few studies have launched …

Deep learning based phishing website detection

N Subhashini, A Banerjee, A Kumar… - TELKOMNIKA …, 2024 - telkomnika.uad.ac.id
Phishing attacks use fraudulent websites that trick people into disclosing sensitive
information. More effective and precise methods are required to identify phishing websites …

Enhancing Phishing Website Detection: A Comparative Analysis

YZR Beh, KY Lim - 2024 3rd International Conference on …, 2024 - ieeexplore.ieee.org
In the 21st century, majority of the population in the world are connected to the Internet as
the Internet allows them to do various of activities with just one click. However, with the …

Do Not Feed the Phish: Phishing Website Detection Using URL-based Features

VAV Adap, GA Castillo, EJM Delos Reyes… - Proceedings of the …, 2023 - dl.acm.org
Due to the onset of the pandemic in previous years, industries have shifted to the use of
digitalized services. Since most transactions were done online, people have become more …