Phishing Attack Detection: An Improved Performance Through Ensemble Learning

B McConnell, D Del Monaco, M Zabihimayvan… - … Conference on Artificial …, 2023 - Springer
Phishing is a cybercrime that deceives online users and steals their confidential information
by impersonating a legitimate website or URL. Several machine learning-based strategies …

CheckPhish: Leveraging A Machine Learning Approach for Detecting Phishing Websites

VB Wable, P Thakur - 2023 14th International Conference on …, 2023 - ieeexplore.ieee.org
Phishing is a cybercrime in which an attacker creates a fake website that appears to be a
legitimate one to lure individuals into providing sensitive information such as credentials like …

PhishNet: A Phishing Website Detection Tool using XGBoost

P Kumar, K Antony, D Banga, A Sohal - arXiv preprint arXiv:2407.04732, 2024 - arxiv.org
PhisNet is a cutting-edge web application designed to detect phishing websites using
advanced machine learning. It aims to help individuals and organizations identify and …

A Sophisticated Framework for the Accurate Detection of Phishing Websites

A Newaz, FS Haq, N Ahmed - arXiv preprint arXiv:2403.09735, 2024 - arxiv.org
Phishing is an increasingly sophisticated form of cyberattack that is inflicting huge financial
damage to corporations throughout the globe while also jeopardizing individuals' privacy …

Machine Learning-Driven Approaches for Detection and Analysis of Phishing attacks: A Robust Framework for Cybersecurity

N Sarvan, VSR Reddy, D Jain… - 2024 International …, 2024 - ieeexplore.ieee.org
Phishing is the attempt to trick someone into disclosing confidential and private information
by using internet communication, such as bank account details, passwords, credit/debit card …

[PDF][PDF] Determine the most effective machine learning technique for detecting phishing websites

SM Hasan, NM Jakilim, MF Rabbi - 2021 - easychair.org
Consumer tastes have moved away from conventional shopping and toward electronic
commerce due to the Internet's fast growth. Rather than conducting bank or shop robberies …

[PDF][PDF] Comparative study of machine learning algorithms for phishing website detection

K Omari - International Journal of Advanced Computer Science …, 2023 - researchgate.net
Phishing, a prevalent online threat where attackers impersonate legitimate organizations to
obtain sensitive information from victims, poses a significant cybersecurity challenge. Recent …

"Kn0w Thy Doma1n Name" Unbiased Phishing Detection Using Domain Name Based Features

H Shirazi, B Bezawada, I Ray - Proceedings of the 23nd ACM on …, 2018 - dl.acm.org
Phishing websites remain a persistent security threat. Thus far, machine learning
approaches appear to have the best potential as defenses. But, there are two main concerns …

Detection of phishing websites using an efficient feature-based machine learning framework

RS Rao, AR Pais - Neural Computing and applications, 2019 - Springer
Phishing is a cyber-attack which targets naive online users tricking into revealing sensitive
information such as username, password, social security number or credit card number etc …

[HTML][HTML] Datasets for phishing websites detection

G Vrbančič, I Fister Jr, V Podgorelec - Data in Brief, 2020 - Elsevier
Phishing stands for a fraudulent process, where an attacker tries to obtain sensitive
information from the victim. Usually, these kinds of attacks are done via emails, text …