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cs.LG2022
Similarity of Neural Architectures using Adversarial Attack Transferability
Jaehui Hwang, Dongyoon Han, Byeongho Heo +3
In recent years, many deep neural architectures have been developed for image classification. Whether they are similar or dissimilar and what factors contribute to their (dis)simil…
cs.CV2022★ 2 cited
Exploring Adversarial Robustness of Vision Transformers in the Spectral Perspective
Gihyun Kim, Juyeop Kim, Jong-Seok Lee
The Vision Transformer has emerged as a powerful tool for image classification tasks, surpassing the performance of convolutional neural networks (CNNs). Recently, many researchers…