In the rapidly evolving digital landscape, artificial intelligence (AI) has emerged as a double-edged sword. While generative AI (GenAI) based on large language models (LLMs) presents numerous benefits for individuals and enterprises, it also offers a potent tool for cybercriminals. A recent report by Abnormal Security indicates a significant increase in email-based attacks, attributing this