Phishing classification techniques: A systematic literature review

R Abdillah, Z Shukur, M Mohd, TMZ Murah - IEEE Access, 2022 - ieeexplore.ieee.org
Phishing has become a serious and concerning problem within the past 10 years, with many
reviews describing attack patterns and anticipating different method utilizations. This …

A comprehensive survey on identification and analysis of phishing website based on machine learning methods

MH Alkawaz, SJ Steven… - 2021 IEEE 11th IEEE …, 2021 - ieeexplore.ieee.org
Phishing is a cybercrime which is carried out by imitating a legal website to trick users to
steal their personal data, including usernames, passwords, account numbers, national …

Combining text and visual features to improve the identification of cloned webpages for early phishing detection

B Van Dooremaal, P Burda, L Allodi… - Proceedings of the 16th …, 2021 - dl.acm.org
Phishing attacks arrive in high numbers and often spread quickly, meaning that after-the-fact
countermeasures such as domain blacklisting are limited in efficacy. Visual similarity-based …

[HTML][HTML] Performance evaluation of machine learning tools for detection of phishing attacks on web pages

TO Ojewumi, GO Ogunleye, BO Oguntunde… - Scientific African, 2022 - Elsevier
This paper analyses and implements a rule-based approach for phishing detection using the
three machine learning models trained on a dataset consisting of fourteen (14) features. The …

PhishCatcher: Client-Side Defense Against Web Spoofing Attacks Using Machine Learning

M Ahmed, AB Altamimi, W Khan, M Alsaffar… - IEEE …, 2023 - ieeexplore.ieee.org
Cyber security confronts a tremendous challenge of maintaining the confidentiality and
integrity of user's private information such as password and PIN code. Billions of users are …

Optimal detection of phising attack using SCA based K-NN

RS Moorthy, P Pabitha - Procedia Computer Science, 2020 - Elsevier
Phising is a dangerous social engineering cyber crime that aims to steal personal
information of the user by sending spoofed emails. There are several applications of …

PDMLP: phishing detection using multilayer perceptron

S Al-Ahmadi - International Journal of Network Security & Its …, 2020 - papers.ssrn.com
A phishing website is a significant problem on the internet. It's one of the Cyber-attack types
where attackers try to obtain sensitive information such as username and password or credit …

An empirical analysis of machine learning techniques in phishing e-mail detection

A Livara, R Hernandez - 2022 International Conference for …, 2022 - ieeexplore.ieee.org
Communication through email is the most secure medium to transfer files, sensitive
information, and messages in this new normal where most people work from home and …

[PDF][PDF] K-nearest neighbor based URL identification model for phishing attack detection

TA Assegie - Indian Journal of Artificial Intelligence and Neural …, 2021 - academia.edu
Phishing causes many problems in business industry. The electronic commerce and
electronic banking such as mobile banking involves a number of online transaction. In such …

A comprehensive survey of phishing email detection and protection techniques

S Kumar Birthriya, AK Jain - Information Security Journal: A Global …, 2022 - Taylor & Francis
ABSTRACT E-Mails are commonly used as a medium of communication for personal and
pro-fessional purposes. Information shared via mail is also sensitive and private, such as …