Phishing website detection with semantic features based on machine learning classifiers: a comparative study

A Almomani, M Alauthman, MT Shatnawi… - … Journal on Semantic …, 2022 - igi-global.com
The phishing attack is one of the main cybersecurity threats in web phishing and spear
phishing. Phishing websites continue to be a problem. One of the main contributions to our …

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 …

A machine learning based approach for phishing detection using hyperlinks information

AK Jain, BB Gupta - Journal of Ambient Intelligence and Humanized …, 2019 - Springer
This paper presents a novel approach that can detect phishing attack by analysing the
hyperlinks found in the HTML source code of the website. The proposed approach …

[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 …

Optimization of URL-based phishing websites detection through genetic algorithms

MT Suleman, SM Awan - Automatic Control and Computer Sciences, 2019 - Springer
Website phishing is an online crime for obtaining secret information such as passwords,
account numbers, and credit card details. Attackers lure users through attractive hyperlinks …

An efficient approach for phishing detection using machine learning

E Gandotra, D Gupta - Multimedia security: algorithm development …, 2021 - Springer
The increasing number of phishing attacks is one of the major concerns of security
researchers today. The traditional tools for identifying phishing websites use signature …

Detection of phishing websites using an efficient feature-based machine learning framework

RS Rao, AR Pais - Neural Computing and applications, 2019 - Springer
Phishing is a cyber-attack which targets naive online users tricking into revealing sensitive
information such as username, password, social security number or credit card number etc …

Machine learning based phishing detection from URLs

OK Sahingoz, E Buber, O Demir, B Diri - Expert Systems with Applications, 2019 - Elsevier
Due to the rapid growth of the Internet, users change their preference from traditional
shopping to the electronic commerce. Instead of bank/shop robbery, nowadays, criminals try …

Phishing web site detection using diverse machine learning algorithms

A Zamir, HU Khan, T Iqbal, N Yousaf, F Aslam… - The Electronic …, 2020 - emerald.com
Purpose This paper aims to present a framework to detect phishing websites using stacking
model. Phishing is a type of fraud to access users' credentials. The attackers access users' …

[PDF][PDF] Phishing website detection using machine learning algorithms

R Mahajan, I Siddavatam - International Journal of Computer …, 2018 - researchgate.net
Phishing attack is a simplest way to obtain sensitive information from innocent users. Aim of
the phishers is to acquire critical information like username, password and bank account …