[HTML][HTML] Datasets for phishing websites detection

G Vrbančič, I Fister Jr, V Podgorelec - Data in Brief, 2020 - Elsevier
Phishing stands for a fraudulent process, where an attacker tries to obtain sensitive
information from the victim. Usually, these kinds of attacks are done via emails, text …

Phishing detection using machine learning techniques

V Shahrivari, MM Darabi, M Izadi - arXiv preprint arXiv:2009.11116, 2020 - arxiv.org
The Internet has become an indispensable part of our life, However, It also has provided
opportunities to anonymously perform malicious activities like Phishing. Phishers try to …

Detecting phishing websites using machine learning

A Alswailem, B Alabdullah, N Alrumayh… - … & Information Security …, 2019 - ieeexplore.ieee.org
Phishing website is one of the internet security problems that target the human
vulnerabilities rather than software vulnerabilities. It can be described as the process of …

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 …

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 …

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 …

[HTML][HTML] Phishing websites detection using a novel multipurpose dataset and web technologies features

M Sánchez-Paniagua, E Fidalgo, E Alegre… - Expert Systems with …, 2022 - Elsevier
Phishing attacks are one of the most challenging social engineering cyberattacks due to the
large amount of entities involved in online transactions and services. In these attacks …

Phishing website classification and detection using machine learning

J Kumar, A Santhanavijayan, B Janet… - 2020 international …, 2020 - ieeexplore.ieee.org
The phishing website has evolved as a major cybersecurity threat in recent times. The
phishing websites host spam, malware, ransomware, drive-by exploits, etc. A phishing …

A comprehensive and efficacious architecture for detecting phishing webpages

R Gowtham, I Krishnamurthi - Computers & Security, 2014 - Elsevier
Phishing is a web-based criminal act. Phishing sites lure sensitive information from naive
online users by camouflaging themselves as trustworthy entities. Phishing is considered an …

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 …