A comparative study of machine learning techniques for phishing website detection

MF Khan, RK Tiwari, SK Saroj, T Tripathi - Role of Data-Intensive …, 2023 - Springer
In recent times, phishing has become one of the most dangerous crimes in cyberspace with
the exponential increase of Internet users where an attacker steals the personal and …

[PDF][PDF] Phishing website detection: An improved accuracy through feature selection and ensemble learning

AA Ubing, SKB Jasmi, A Abdullah… - International Journal of …, 2019 - academia.edu
This research focuses on evaluating whether a website is legitimate or phishing. Our
research contributes to improving the accuracy of phishing website detection. Hence, a …

A Comparative Analysis of Machine Learning-Based Website Phishing Detection Using URL Information

MM Uddin, KA Islam, M Mamun… - 2022 5th International …, 2022 - ieeexplore.ieee.org
The growing popularity of the internet help to expand e-commerce business, but such
activities have security challenges caused by cybercriminals defrauding and stealing …

[PDF][PDF] Phishing website detection based on supervised machine learning with wrapper features selection

W Ali - International Journal of Advanced Computer Science …, 2017 - researchgate.net
The problem of Web phishing attacks has grown considerably in recent years and phishing
is considered as one of the most dangerous Web crimes, which may cause tremendous and …

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: Model development and django integration

SM Sunday - Journal of Electrical Engineering, Electronics, Control …, 2023 - jeeeccs.net
The increasing number of phishing attacks is one of the major concerns of security
researchers today. Traditional solutions for spotting phishing websites rely on signature …

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 …

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 …

Towards detection of phishing websites on client-side using machine learning based approach

AK Jain, BB Gupta - Telecommunication Systems, 2018 - Springer
The existing anti-phishing approaches use the blacklist methods or features based machine
learning techniques. Blacklist methods fail to detect new phishing attacks and produce high …

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 …