In current internet landscape, people often come across various kinds regarding untrusted links which can lead toward harmful and bad websites. Such paths, which might appear through social platforms, unsolicited messages, and ad ads, may guide users toward spam pages, bad-quality sites, even sometimes adult plus sensitive platforms that remain far