A backbone-only attack that maximizes feature-space distance in a shared pre-trained network transfers to downstream fine-tuned models almost as effectively as white-box attacks.
Xcit: Cross-covariance image transformers
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With Great Backbones Comes Great Adversarial Transferability
A backbone-only attack that maximizes feature-space distance in a shared pre-trained network transfers to downstream fine-tuned models almost as effectively as white-box attacks.