Towards improved phishing detection from URLs, using supervised machine learning

MI Aboki - 2022 - norma.ncirl.ie
It's still amazing and bemusing how phishing as a social engineering technique has been
successfully employed by fraudsters to deceive human users into giving up sensitive and …

Detection of Phishing Websites Using Machine Learning

KPK Devan - Proceedings of the International Conference on …, 2022 - papers.ssrn.com
In recent years, the world-wide usage and popularity of the internet has its merits by giving
unlimited knowledge to any user. This led to the rise of utilising websites that support and …

DETECTION OF PHISHING WEBSITES USING MACHINE LEARNING

S Valleri - 2023 - scholarworks.lib.csusb.edu
The term phishing is mainly defined as impersonating activities with the site which is used by
hackers to steal personal as well as professional data and information. The personal data …

Detection of Phishing Websites Using Machine Learning

R Kumar, R Kumar, RK Sahu, R Patra… - … Conference on Soft …, 2022 - Springer
In the cyber-world, phishing attack is increasing rapidly and is a major matter of concern,
which is resulting in losing large amount of money of Internet users every year. Our study on …

[PDF][PDF] Detection of phishing websites using naïve Bayes algorithms

G Kamal, M Manna - International Journal of Recent Research and Review, 2018 - ijrrr.com
Phishing websites are form of mimicking the legitimate ones for the purpose of stealing
user's confidential information such as usernames, passwords and credit card information …

Accuracy Comparison of Different Machine Learning Models in Phishing Detection

A Chandra, MSJ Immanuel… - 2022 5th International …, 2022 - ieeexplore.ieee.org
The constantly evolving phishing attacks have forced scientists to counter such an attack.
Most phishing attacks come with dangerous links or URLs that can potentially lead to data 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 …

[PDF][PDF] Phishing Web-Site Detection Tool

O Gurav - 2024 - smdjournal.com
This project focuses on developing a machine learning model to classify URLs as either
legitimate or phishing. Using a dataset containing various URL features, we trained a …

Phishing websites detection using machine learning

S Jain - Available at SSRN 4121102, 2022 - papers.ssrn.com
Phishing is an online crime in which a criminal tries to persuade unsuspecting users to
reveal sensitive (and valuable) personal information to the miscreant, such as usernames …

Viable Detection of URL Phishing using Machine Learning Approach

MS Kumari, CK Priya, G Bhavya, H Neha… - E3S Web of …, 2023 - e3s-conferences.org
The objective of paper is to detect phishing URLs using machine learning algorithms.
Phishing is a fraudulent activity that involves tricking users into giving away sensitive …