In recent years, phishing websites have constantly evolved, causing traditional URL or
HTML-based detection methods less effective. This limitation motivated the development of …

With the proliferation of the World Wide Web and the increasing sophistication of cyber
threats, phishing attacks have emerged as a significant concern for individuals and …

The detection of malicious websites has become a critical issue in cybersecurity. Therefore,
this paper offers a comprehensive review of data-driven methods for detecting malicious …

The internet has developed into a veritable informational gold mine in the era of the digital
age, and URLs (Uniform Resource Locator) act as access points to enormous volumes of …

At present, scams and malicious websites are one of the most widespread and dangerous
problems on the website. It brings enormous economic suffering and irretrievable losses to …

A Phishing website is used to steal users' private information. The accelerated development
of phishing kits has made it convenient to create such websites, which has become a …

Browser extensions that have been specifically designed to detect online attacks are able to
add a layer of security for users as they browse the internet. Their popularity can be …

Cybercriminals frequently prefer to deceive people into compromising their own security
than using exploits or complex assaults to get access to networks. No matter what …

Phishing attacks continue to pose a significant threat to internet security, with phishing URLs
being among the most prevalent attacks. Detecting these URLs is challenging, as attackers …

Phishing Website Detection with ML is a literature review that surveys the use of machine
learning in combatting phishing attacks. It provides insights into ML algorithms, feature …