Performance assessment of multiple machine learning classifiers for detecting the phishing URLs

SSMM Rahman, FB Rafiq, TR Toma… - Data Engineering and …, 2020 - Springer
In the field of information security, phishing URLs detection and prevention has recently
become egregious. For detecting, phishing attacks several anti-phishing systems have …

PhishStack: evaluation of stacked generalization in phishing URLs detection

SSMM Rahman, T Islam, MI Jabiullah - Procedia Computer Science, 2020 - Elsevier
Stacked Generalization has been assessed and evaluated in the field of Phishing URLs
detection. This field has become egregious area of information security. Recently, different …

A review of phishing URL detection using machine learning classifiers

S Jalil, M Usman - Intelligent Systems and Applications: Proceedings of …, 2021 - Springer
Phishing is a rapidly increasing threat to the modern internet where phisher mimics a legit
web-page to get user into the phishers cage. The aim of phisher is to get sensitive records or …

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 …

A Machine Learning Approach for Phishing Attack Detection

T Choudhary, S Mhapankar, R Bhddha… - Journal of Artificial …, 2023 - ojs.istp-press.com
Phishing is the easiest method for gathering sensitive information from unwary people.
Phishers seek to get private data including passwords, login information, and bank account …

[PDF][PDF] Performance analysis of selected machine learning algorithms for the classification of phishing URLs

OA Moruff, AO Maruf, A Tosho - Journal of Computer Science and …, 2020 - researchgate.net
One of the security threats facing online communities is phishing-based attacks. These
phishing attacks come in different ways. It has been argued that URL-based phishing …

Phishing attack detection using feature selection techniques

A Joshi, P Pattanshetti, R Tanuja - Proceedings of International …, 2019 - papers.ssrn.com
The cyber security problems are increasing nowadays due to the growth of internet world
wide. As phishing links have different features it becomes very difficult to mitigate different …

Highly accurate phishing URL detection based on machine learning

S Jalil, M Usman, A Fong - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
Phishing is a persistent and major threat on the internet that is growing steadily and
dangerously. It is a type of cyber-attack, in which phisher mimics a legitimate website page …

Split behavior of supervised machine learning algorithms for phishing URL detection

M Purbay, D Kumar - Advances in VLSI, Communication, and Signal …, 2021 - Springer
Phishing is a fraudulent technique that is an effort by an individual or a group of the
individual over the Internet to defraud users to steal their personal information such as …

[PDF][PDF] Phishing URL detection system based on URL features using SVM

B Banik, A Sarma - International Journal of Electronics and Applied …, 2018 - academia.edu
Phishing activities on the Internet are increasing day by day. It is an illicit attempt made by
the attackers to steal personal information such as bank account details, login id, passwords …