In the rapidly evolving landscape of artificial intelligence, a critical challenge looms large: the need for robust AI defense mechanisms. The rise of adversarial attacks on AI has cast a shadow over the technology’s promising future, raising serious questions about trust and reliability. Can we truly rely on AI-powered diagnostic tools in healthcare? How can we ensure the fairness and accuracy of AI-driven hiring processes?