The Silent Threat: Understanding Adversarial Attacks In the high-stakes world of Artificial Intelligence, where algorithms increasingly dictate decisions ranging from loan applications to medical diagnoses, a subtle but potent threat looms: adversarial attacks. These attacks, born from carefully crafted perturbations to input data, can fool even the most sophisticated machine learning models, leading to potentially