Within modern online space, users frequently encounter different forms of suspicious URLs that send to malicious plus low-quality sites. Those links, that can circulate via online networks, spam emails, plus pop-up advertisements, might direct visitors toward malicious sites, poor-quality webpages, even even explicit as well as sensitive platforms