In Miller et al. (2022), we observe that divisive normalization improves robustness against adversarial attacks. This repo contains code for reproducing this phenomenon and tools for understanding it from a geometric perspective, using the manifold analysis toolkit by SueYeon Chung.
lyob/robust-normalization
Investigation of how divisive normalization improves robustness against adversarial attacks.
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