As artificial intelligence (AI) transforms industries by automating processes and enhancing decision-making capabilities, agentic AI models have become increasingly popular. These autonomous agents operate independently, learning from their environments and making decisions without human intervention. However, with this autonomy comes a rising concern adversarial attacks designed to exploit vulnerabilities in