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

A Almomani, M Alauthman, MT Shatnawi… - … on Semantic Web and …, 2022 - igi-global.com
… threats in web phishing and spear phishing. Phishing websites continue to be a problem.
One of the main contributions to our study was working and extracting the URL & Domain …

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

L Tang, QH Mahmoud - Machine Learning and Knowledge Extraction, 2021 - mdpi.com
… This paper provides a detailed comparison of various solutions for phishing website … In
the machine learning area, detecting phishing websites is a classification problem. …

Comparison of adaboost with multiboosting for phishing website detection

A Subasi, E Kremic - Procedia Computer Science, 2020 - Elsevier
… to distinguish phishing attacks. In this study, an intelligent phishing website detection framework
is … learning models to classify websites as legitimate or phishing. Several classification …

Phishing website detection using support vector machines and nature-inspired optimization algorithms

S Anupam, AK Kar - Telecommunication Systems, 2021 - Springer
Phishing is a difficult problem for social networking websites to tackle, because it relies on
… One method includes comparing phishing websites with the “victim” websites, which are …

Machine learningtechniquesfor detection of website phishing: A review for promises and challenges

A Odeh, I Keshta, E Abdelfattah - 2021 IEEE 11th Annual …, 2021 - ieeexplore.ieee.org
phishing website detection using the ML techniques. This research identifies solutions to the
website's phishing problem … performance for detecting phishing websites compared to the …

Phishing website detection based on effective machine learning approach

G Harinahalli Lokesh, G BoreGowda - Journal of Cyber Security …, 2021 - Taylor & Francis
… representation along with the comparative study of classical … to solve phishing page detection,
because this problem can … detect phishing activities based on categorizing old web pages

Phishing web site detection using diverse machine learning algorithms

A Zamir, HU Khan, T Iqbal, N Yousaf, F Aslam… - The Electronic …, 2020 - emerald.com
… framework to detect phishing websites using stacking model. … This problem can be reduced
by blacklisting and detecting … This research study presents a comparison of supervised …

Phishing website detection: forest by penalizing attributes algorithm and its enhanced variations

YA Alsariera, AV Elijah, AO Balogun - Arabian Journal for Science and …, 2020 - Springer
… ] model is yet another detriment as compared to this study’s AdaB-ForestPA-PWDM. … question
is extensively provided in the discussion section. Concisely, the phishing website detection

Towards benchmark datasets for machine learning based website phishing detection: An experimental study

A Hannousse, S Yahiouche - Engineering Applications of Artificial …, 2021 - Elsevier
… To alleviate this problem, the contribution of … Page rank Int E Phishing web pages are not
very popular, hence, they suppose to have low page ranks compared with legitimate web pages

Particle swarm optimization-based feature weighting for improving intelligent phishing website detection

W Ali, S Malebary - IEEE Access, 2020 - ieeexplore.ieee.org
… PSO are evaluated and compared to the stand-alone phishing website detection models to
… TABLE 2 shows the confusion matrix for the problem of phishing website detection, while …