Phishing detection using machine learning technique

J Rashid, T Mahmood, MW Nisar… - 2020 first international …, 2020 - ieeexplore.ieee.org
Today, everyone is highly dependent on the internet. Everyone performed online shopping
and online activities such as online Bank, online booking, online recharge and more on …

Improving the phishing website detection using empirical analysis of Function Tree and its variants

AO Balogun, KS Adewole, MO Raheem, ON Akande… - Heliyon, 2021 - cell.com
The phishing attack is one of the most complex threats that have put internet users and
legitimate web resource owners at risk. The recent rise in the number of phishing attacks has …

[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 …

Optimized decision forest for website phishing detection

AO Balogun, HA Mojeed, KS Adewole… - Data Science and …, 2021 - Springer
The development of web and internet technology has resulted in its application in a wide
range of services. This has resulted in an increase in the number of cybersecurity issues …

Rotation forest-based logistic model tree for website phishing detection

AO Balogun, NO Akande, FE Usman-Hamza… - … Science and Its …, 2021 - Springer
The emergence of web and internet technology has led to its use in a broad array of services
ranging from financial to educational services. This has led to a spike in the number of …

Cascade generalization based functional tree for website phishing detection

AO Balogun, KS Adewole, AO Bajeh… - Advances in Cyber …, 2021 - Springer
The advent of the web and internet space has seen its adoption for rendering various
services-from financial to medical services. This has brought an increase in the rate of …

Feature selection for machine learning-based phishing websites detection

S Dangwal, AN Moldovan - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Phishing is a social engineering technique that is commonly used to deceive users in an
attempt to obtain sensitive information such as username, passwords or credit card details …

Analysis of uniform resource locator using boosting algorithms for forensic purpose

KA Apoorva, S Sangeetha - Computer Communications, 2022 - Elsevier
Innovations are taking up new roles in all fields. It still has a crucial role in Internet
technology, as the ease with which the Internet is available everywhere and accessible from …

IntAnti-Phish: An intelligent anti-phishing framework using backpropagation neural network

SSMM Rahman, L Gope, T Islam, M Alazab - Machine Intelligence and Big …, 2021 - Springer
Among the cybercriminals, the popularity of phishing has been rapidly growing day by day.
Therefore, phishing has become an alarming issue to solve in the field of cybersecurity …

AntiPhishStack: LSTM-Based Stacked Generalization Model for Optimized Phishing URL Detection

S Aslam, H Aslam, A Manzoor, H Chen, A Rasool - Symmetry, 2024 - mdpi.com
The escalating reliance on revolutionary online web services has introduced heightened
security risks, with persistent challenges posed by phishing despite extensive security …