Within modern online space, users frequently encounter multiple types from untrusted links which can lead toward dangerous or poor pages. These URLs, often may spread across social platforms, unsolicited messages, and ad ads, may guide people to spam pages, bad-quality sites, even sometimes adult plus sensitive pages that remain far from recommende