The internet has become a breeding ground for spam bots, these relentless digital pests relentlessly churning out intrusive content and {spreadingmalicious links. From email inboxes to social media platforms, these automated entities are infesting our digital world. This persistent plague threatens user safety and undermines the integrity of online