What is Phishing?

Phishing is a type of cyberattack that tricks people into revealing sensitive information, such as passwords or financial details. Attackers often use emails, messages, or websites that look legitimate to deceive victims. Phishing campaigns aim to create a false sense of security and can involve techniques like using fake links, infected attachments, or fake login pages to trick people into giving away their information.

With the rise of digital technology usage, it is becoming easier for attackers to steal personal information from users by committing phishing, one of the most common and dangerous cybercrimes. In this context, our exploration is related to phishing classification using an ensemble model. In this article, by leveraging a curated dataset, we will train and evaluate a robust model capable of distinguishing between legitimate and phishing URLs.