[PDF][PDF] Phishing website detection: An improved accuracy through feature selection and ensemble learning

AA Ubing, SKB Jasmi, A Abdullah… - International Journal of …, 2019 - academia.edu
This research focuses on evaluating whether a website is legitimate or phishing. Our
research contributes to improving the accuracy of phishing website detection. Hence, a …

A high-accuracy phishing website detection method based on machine learning

M Bahaghighat, M Ghasemi, F Ozen - Journal of Information Security and …, 2023 - Elsevier
The rapid development of e-commerce, e-banking, and social networks has made phishing
attack detection one of the most critical technologies in all cyber security systems. To …

[PDF][PDF] Phishing website detection based on supervised machine learning with wrapper features selection

W Ali - International Journal of Advanced Computer Science …, 2017 - researchgate.net
The problem of Web phishing attacks has grown considerably in recent years and phishing
is considered as one of the most dangerous Web crimes, which may cause tremendous and …

An Efficient Phishing Website Detection Plugin Service for Existing Web Browsers Using Random Forest Classifier

TK Hua, A Macgregor - Authorea Preprints, 2022 - essopenarchive.org
An efficient phishing website detection plugin service was developed using machine
learning technique based on the prevalent phishing threat while using existing web …

A survey of machine learning-based solutions for phishing website detection

L Tang, QH Mahmoud - Machine Learning and Knowledge Extraction, 2021 - mdpi.com
With the development of the Internet, network security has aroused people's attention. It can
be said that a secure network environment is a basis for the rapid and sound development of …

The application of a novel neural network in the detection of phishing websites

F Feng, Q Zhou, Z Shen, X Yang, L Han… - Journal of Ambient …, 2024 - Springer
In recent years, security incidents of website occur increasingly frequently, and this
motivates us to study websites' security. Although there are many phishing detection …

Modeling hybrid feature-based phishing websites detection using machine learning techniques

S Das Guptta, KT Shahriar, H Alqahtani… - Annals of Data …, 2024 - Springer
In this paper, we mainly present a machine learning based approach to detect real-time
phishing websites by taking into account URL and hyperlink based hybrid features to …

[HTML][HTML] A systematic literature review on phishing website detection techniques

A Safi, S Singh - Journal of King Saud University-Computer and …, 2023 - Elsevier
Phishing is a fraud attempt in which an attacker acts as a trusted person or entity to obtain
sensitive information from an internet user. In this Systematic Literature Survey (SLR) …

Phishing website detection based on effective machine learning approach

G Harinahalli Lokesh, G BoreGowda - Journal of Cyber Security …, 2021 - Taylor & Francis
Phishing a form of cyber-attack, which has an adverse effect on people where the user is
directed to fake websites and duped to reveal their sensitive and personal information which …

Detecting phishing websites using machine learning

A Alswailem, B Alabdullah, N Alrumayh… - … & Information Security …, 2019 - ieeexplore.ieee.org
Phishing website is one of the internet security problems that target the human
vulnerabilities rather than software vulnerabilities. It can be described as the process of …