Intelligent Methods in Phishing Website Detection: A Systematic Literature Review

Y Sattari, GA Montazer - 2023 - researchsquare.com
Abstract" Phishing" is a well-known cyberattack in which Internet users are targeted and
directed to a fake website, similar to a legitimate and valid one. In such attacks, users are …

An Effective Way to Detect Phishing Website Using Machine Learning

MS Shorab, SA Ritu - 2024 6th International Conference on …, 2024 - ieeexplore.ieee.org
In today's interconnected digital landscape, phishing represents a significant threat to both
individuals and organizations. Phishers cleverly utilize deceptive techniques to extract …

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 …

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 …

[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 …

Phishing website detection with and without proper feature selection techniques: Machine learning approach

K Adane, B Beyene - The International Symposium on Computer Science …, 2022 - Springer
Indeed, successful phishing website attempts could result in catastrophic data loss, login
credential compromise, ransomware infection, and financial loss. It also significantly …

[PDF][PDF] Intelligent tree-based ensemble approaches for phishing website detection

YA Alsariera, AO Balogun, VE Adeyemo… - J. Eng. Sci …, 2022 - jestec.taylors.edu.my
The adverse effects of phishing attacks on unsuspecting victims are damaging and
nefarious. Stealing of information from unsuspecting users surges on the internet and …

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 …

Phishing website detection using machine learning: Model development and django integration

SM Sunday - Journal of Electrical Engineering, Electronics, Control …, 2023 - jeeeccs.net
The increasing number of phishing attacks is one of the major concerns of security
researchers today. Traditional solutions for spotting phishing websites rely on signature …

[PDF][PDF] Comparative study of machine learning algorithms for phishing website detection

K Omari - International Journal of Advanced Computer Science …, 2023 - researchgate.net
Phishing, a prevalent online threat where attackers impersonate legitimate organizations to
obtain sensitive information from victims, poses a significant cybersecurity challenge. Recent …