In today's rapidly evolving digital landscape, trust is paramount. With the proliferation of fraudulent content, it has become increasingly crucial to establish reliable methods for confirming the authenticity of text-based communication. Text verification technologies empower users and organizations with the capacity to determine the legitimacy of