Phishing attacks have become a prevalent danger in the digital world. These malicious attempts aim to deceive unsuspecting users into revealing sensitive information, such as passwords, credit card details, or social security numbers. Criminals often mask themselves as legitimate entities through forged emails, websites, or text messages. To secure