Phishing Website Detection as a Website Comparing Problem

MK Le-Nguyen, TCH Nguyen, DT Le, VH Nguyen… - SN Computer …, 2022 - Springer
Phishing attacks are severe threats to websites; therefore, phishing intelligence is crucial for
web owners to prevent potential phishing campaigns. Intuitively, phishing websites must …

Phishing webpage detection based on global and local visual similarity

M Wang, L Song, L Li, Y Zhu, J Li - Expert Systems with Applications, 2024 - Elsevier
In recent years, phishing websites have constantly evolved, causing traditional URL or
HTML-based detection methods less effective. This limitation motivated the development of …

[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 …

PhishSim: aiding phishing website detection with a feature-free tool

RW Purwanto, A Pal, A Blair… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this paper, we propose a feature-free method for detecting phishing websites using the
Normalized Compression Distance (NCD), a parameter-free similarity measure which …

Intelligent Methods in Phishing Website Detection: A Systematic Literature Review

Y Sattari, GA Montazer - 2023 - researchsquare.com
Abstract" Phishing" is a well-known cyberattack in which Internet users are targeted and
directed to a fake website, similar to a legitimate and valid one. In such attacks, users are …

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 …

Phishing websites detection using machine learning

AD Kulkarni, LL Brown III - 2019 - scholarworks.uttyler.edu
Tremendous resources are spent by organizations guarding against and recovering from
cybersecurity attacks by online hackers who gain access to sensitive and valuable user …

Modeling hybrid feature-based phishing websites detection using machine learning techniques

S Das Guptta, KT Shahriar, H Alqahtani… - Annals of Data …, 2024 - Springer
In this paper, we mainly present a machine learning based approach to detect real-time
phishing websites by taking into account URL and hyperlink based hybrid features to …

A survey of machine learning-based solutions for phishing website detection

L Tang, QH Mahmoud - Machine Learning and Knowledge Extraction, 2021 - mdpi.com
With the development of the Internet, network security has aroused people's attention. It can
be said that a secure network environment is a basis for the rapid and sound development of …

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 …