"phishing_urls"

"Phishing attacks are one of the most common cyber threats used by attackers to steal sensitive information such as usernames, passwords, and financial details. These attacks are often carried out through malicious URLs that imitate legitimate websites. Phishing URL datasets play a crucial role in cybersecurity research by providing large collections of both legitimate and malicious URLs for analysis. By studying the characteristics of these URLs\u2014such as domain structure, length, use of special characters, and abnormal patterns\u2014researchers can identify features that distinguish phishing websites from legitimate ones. Machine learning and hybrid detection models can then be trained using this data to automatically detect and prevent phishing attempts. The use of phishing URL datasets helps improve detection accuracy, supports the development of intelligent security systems, and contributes to protecting users from online fraud and cyber attacks."