An ensemble method for phishing websites detection based on XGBoost

J Gu, H Xu - 2022 14th international conference on computer …, 2022 - ieeexplore.ieee.org
N owadays, the internet is spreading widely around the world. Beside the benefits the
internet brings to its users, there are many potential harms such as phishing scams. These …

Phishing-alarm: Robust and efficient phishing detection via page component similarity

J Mao, W Tian, P Li, T Wei, Z Liang - IEEE Access, 2017 - ieeexplore.ieee.org
Social networks have become one of the most popular platforms for users to interact with
each other. Given the huge amount of sensitive data available in social network platforms …

Website phishing detection using machine learning classification algorithms

M Mithra Raj, JA Arul Jothi - International Conference on Applied …, 2022 - Springer
The growth and development of internet technology have made life a lot better and easier. It
has increased the convenience of performing essential transactions with the click of a button …

[HTML][HTML] An efficient multistage phishing website detection model based on the CASE feature framework: Aiming at the real web environment

DJ Liu, GG Geng, XB Jin, W Wang - Computers & Security, 2021 - Elsevier
Phishing has become a favorite method of hackers for committing data theft and continues to
evolve. As long as phishing websites continue to operate, many more people and …

Detection of Legitimate and Phishing Websites using Machine Learning

A Bhavani, RS Lakshmi… - … and Smart Systems …, 2023 - ieeexplore.ieee.org
Many persons in the modern racing industry utilize moral means of subsisting, but some are
choosing to go the route of cyberattacks, phishing being one of them. Delivering fraudulent …

[PDF][PDF] Phishing website detection using machine learning: a review

P Pujara, MB Chaudhari - International Journal of Scientific …, 2018 - researchgate.net
Phishing is the fraudulent attempt to obtain sensitive information such as username,
password, bank account details, and credit card details for malicious use. Phishing frauds …

Phishing website detection with and without proper feature selection techniques: Machine learning approach

K Adane, B Beyene - The International Symposium on Computer Science …, 2022 - Springer
Indeed, successful phishing website attempts could result in catastrophic data loss, login
credential compromise, ransomware infection, and financial loss. It also significantly …

[PDF][PDF] Phishing website detection

S Nandrajog, N Sawant, D Somvanshi… - … Research Journal of …, 2021 - academia.edu
A phishing attempt is a fraudulent email or website that tricks you into giving out personal
information like passwords, usernames, and credit/debit card details. The phishing site will …

Light gradient boosting machine-based phishing webpage detection model using phisher website features of mimic URLs

E Oram, PB Dash, B Naik, J Nayak, S Vimal… - Pattern Recognition …, 2021 - Elsevier
With the advent of the 20th century, the popularity of digital service usages is increasing
every day. The internet has always been a popular communication method, and phishing …

Phishmon: A machine learning framework for detecting phishing webpages

A Niakanlahiji, BT Chu… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Despite numerous research efforts, phishing attacks remain prevalent and highly effective in
luring unsuspecting users to reveal sensitive information, including account credentials and …