Adversarial Attack Insights

A wide spectrum of attacks exists in machine learning, categorized into white box and black box types, each with distinct implications for model security. While simple models can leverage proven defenses, complex deep learning systems face a broader range of adversarial threats, necessitating a reevaluation of threat models and a focus on measuring robustness to enhance security.