Phish-Sight: a new approach for phishing detection using dominant colors on web pages and machine learning

P Pandey, N Mishra - International Journal of Information Security, 2023 - Springer
Phishing is one of the most dangerous threats in which a hacker imitates a person, company
or government agency to lure and deceive their victims. Machine learning anti-phishing …

On effectiveness of source code and SSL based features for phishing website detection

S Roopak, AP Vijayaraghavan… - 2019 1st International …, 2019 - ieeexplore.ieee.org
Phishing is a social engineering method to steal user credentials through data entry forms
from malicious websites. Currently available anti-malware softwares can only detect black …

Phishing attacks detection using machine learning and deep learning models

M Aljabri, S Mirza - 2022 7th International Conference on Data …, 2022 - ieeexplore.ieee.org
Because of the fast expansion of internet users, phishing attacks have become a significant
menace where the attacker poses as a trusted entity in order to steal sensitive data, causing …

Effective phishing website detection based on improved BP neural network and dual feature evaluation

E Zhu, D Liu, C Ye, F Liu, X Li… - 2018 IEEE Intl Conf on …, 2018 - ieeexplore.ieee.org
Nowadays, phishing poses a big threat to people's daily network environment. By phishing,
attackers obtain the network users private information by inducing them to open illegal …

Detection of phishing websites using deep learning techniques

MF Khan - Turkish Journal of Computer and Mathematics …, 2021 - turcomat.org
Phishing is a deceitful trick of cyber-attack designed and implemented by scammers and
hackers with purpose of stealing personal data by impersonating the original websites …

Machine learning and nature inspired based phishing detection: a literature survey

AA Akinyelu - International Journal on Artificial Intelligence Tools, 2019 - World Scientific
Phishing detection remains one of the most challenging problems currently faced by cyber
users as sophisticated phishing schemes evolves rapidly. This paper presents a …

Phishing web page detection using N-gram features extracted from URLs

M Korkmaz, E Kocyigit, OK Sahingoz… - 2021 3rd International …, 2021 - ieeexplore.ieee.org
Recently, cyber-attacks have increased worldwide, especially during the pandemic period.
The number of connected devices in the world and the anonymous structure of the internet …

[PDF][PDF] Deep learning in phishing mitigation: a uniform resource locator-based predictive model

H Salah, H Zuhair - International Journal of Electrical and Computer …, 2023 - academia.edu
To mitigate the evolution of phish websites, various phishing prediction8 schemes are being
optimized eventually. However, the optimized methods produce gratuitous performance …

Smart phishing detection in web pages using supervised deep learning classification and optimization technique ADAM

L Lakshmi, MP Reddy, C Santhaiah… - Wireless Personal …, 2021 - Springer
Phishing is the process of portraying malignant web pages in the place of genuine web
pages to obtain important and delicate information from the end-user. Nowadays phishing is …

Phishmon: A machine learning framework for detecting phishing webpages

A Niakanlahiji, BT Chu… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Despite numerous research efforts, phishing attacks remain prevalent and highly effective in
luring unsuspecting users to reveal sensitive information, including account credentials and …