Phishing Websites Detection Using Machine Learning

PA Bhavani, M Chalamala, PS Likhitha… - … and Likhitha, Pinnam …, 2022 - papers.ssrn.com
The availability of multiple services such as online banking, entertainment, education,
software downloading, and social networking has accelerated the Web's evolution in recent …

[PDF][PDF] Fighting Internet Fraud: Anti-Phishing Effectiveness for Phishing Websites Dectection.

AM Alnajim - 2009 - etheses.dur.ac.uk
Recently, the Internet has become a very important medium of communication. Many people
go online and conduct a wide range of business. They can sell and buy goods, perform …

Visual similarity-based phishing detection using deep learning

U Saeed - Journal of Electronic Imaging, 2022 - spiedigitallibrary.org
Phishing is a common cybercrime that tempts a target to reveal personal and financial
information by imitating a legitimate webpage. Classical techniques, such as list-based, and …

[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 …

Detecting phishing websites with random forest

S Hutchinson, Z Zhang, Q Liu - … , MLICOM 2018, Hangzhou, China, July 6 …, 2018 - Springer
Phishing has been a widespread issue for many years, claiming countless victims, some of
which have not even realized that they fell prey. The sole purpose of phishing is to obtain …

[PDF][PDF] Phishing Website Classification: A Machine Learning Approach.

O Akanbi, A Abunadi, A Zainal - Journal of Information Assurance & …, 2014 - mirlabs.net
In order to circumvent the adverse effect of fraudulent acts committed on the internet by
adversaries, different researchers have proposed various solution to this problem. One of …

Phishing Website Detection using Machine Learning Techniques

S Mathankar, SR Sharma, T Wankhede… - … on Emerging Trends …, 2023 - ieeexplore.ieee.org
Phishing attempts seek to take advantage of vulnerabilities in human-made systems'
security. Since the majority of cyberattacks are spread through techniques that take …

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 …

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 …

[PDF][PDF] Development of a Novel Approach to Phishing Detection Using Machine Learning

AO Taofeek - ATBU Journal of Science, Technology and …, 2024 - researchgate.net
Agboola Olayinka Taofeek Stephen F. Austin State University, Nacogdoches, Texas, USA.
ABSTRACT Protecting and preventing sensitive data from being used appropriately has …