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 …

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 …

[HTML][HTML] An effective detection approach for phishing websites using URL and HTML features

A Aljofey, Q Jiang, A Rasool, H Chen, W Liu, Q Qu… - Scientific Reports, 2022 - nature.com
Today's growing phishing websites pose significant threats due to their extremely
undetectable risk. They anticipate internet users to mistake them as genuine ones in order to …

Phishing website detection: How effective are deep learning‐based models and hyperparameter optimization?

M Almousa, T Zhang, A Sarrafzadeh… - Security and …, 2022 - Wiley Online Library
Phishing websites are fraudulent websites that appear legitimate and trick unsuspecting
users into interacting with them, stealing their valuable information. Because phishing …

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 …

Detecting phishing web pages with visual similarity assessment based on earth mover's distance (EMD)

AY Fu, L Wenyin, X Deng - IEEE transactions on dependable …, 2006 - ieeexplore.ieee.org
An effective approach to phishing Web page detection is proposed, which uses Earth
mover's distance (EMD) to measure Web page visual similarity. We first convert the involved …

[HTML][HTML] 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 …

[HTML][HTML] 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 …

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 …