Deep Learning, Computer Vision, Cnn, Transformers, AI.
(TPA). Contrary to previous beliefs, the study found that CNNs could be as robust as Transformers in defending against adversarial attacks when they adopted Transformer’s training recipes. This observation challenges the notion that Transformers inherently outperform CNNs in terms of adversarial