Enhancing Downstream Model Robustness Against Adversarial Examples

Genetic Evolution-Nurtured Adversarial Fine-tuning (Gen-AF) enhances downstream model robustness against adversarial examples by preserving pre-trained encoder knowledge and improving generalization.