The application of a novel neural network in the detection of phishing websites

F Feng, Q Zhou, Z Shen, X Yang, L Han… - Journal of Ambient …, 2024 - Springer
In recent years, security incidents of website occur increasingly frequently, and this
motivates us to study websites' security. Although there are many phishing detection …

Learning model for phishing website detection

A Suryan, C Kumar, M Mehta, R Juneja… - EAI Endorsed …, 2020 - publications.eai.eu
Website portal empowered with information technology are of great importance in present
scenario. With access to data all around the world, securing our information becomes an …

A high-accuracy phishing website detection method based on machine learning

M Bahaghighat, M Ghasemi, F Ozen - Journal of Information Security and …, 2023 - Elsevier
The rapid development of e-commerce, e-banking, and social networks has made phishing
attack detection one of the most critical technologies in all cyber security systems. To …

Phishing website detection using machine learning

A Mandadi, S Boppana, V Ravella… - 2022 IEEE 7th …, 2022 - ieeexplore.ieee.org
Phishing is an internet scam in which an attacker sends out fake messages that look to come
from a trusted source. A URL or file will be included in the mail, which when clicked will steal …

[PDF][PDF] Phishing website detection using different machine learning techniques

CSB Teja, T Sasank, Y Reddy - Int. Res. J. Eng. Technol.(IRJET), 2020 - academia.edu
Phishing websites are proliferating day by day. Internet users are under perilous risk by
these phishing websites. How can anyone differentiate a website as a phishing website or a …

Leveraging deep learning image classifiers for visual similarity-based phishing website detection

NB Trinh, TD Phan, VH Pham - … of the 11th International Symposium on …, 2022 - dl.acm.org
Phishing is a major cybersecurity threat that is increasingly dangerous and complicated,
especially during a global pandemic when there is a great need for remote work and …

Deep learning for phishing website detection

KSN Sushma, M Jayalakshmi… - 2022 IEEE 2nd Mysore …, 2022 - ieeexplore.ieee.org
Data security has become a major issue as digitalization across the world is rapidly
increasing. Personal information of the user is extracted and exploited using one of the …

WikiPhish: A Diverse Wikipedia-Based Dataset for Phishing Website Detection: Data/Toolset Paper

G Loiseau, V Lefils, M Meyer, D Riquet - Proceedings of the Fourteenth …, 2024 - dl.acm.org
Phishing remains a pervasive security threat, necessitating effective and universally
comparable detection systems. The use of supervised machine learning models for phishing …

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 …

A novel phishing website detection model based on LightGBM and domain name features

J Zhou, H Cui, X Li, W Yang, X Wu - Symmetry, 2023 - mdpi.com
Phishing attacks have evolved in terms of sophistication and have increased in sheer
number in recent years. This has led to corresponding developments in the methods used to …