Reference
Boosting the Certified Robustness of L-infinity Distance Nets, Bohang Zhang, Du Jiang, Di He, Liwei Wang. (2022)

Abstract

Recently, Zhang et al. (2021) developed a new neural network architecture based on $\ell_\infty$-distance functions, which naturally possesses certified $\ell_\infty$ robustness by its...

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Boosting Certified Robustness of L Infinity Distance Nets

Recent architectural improvements for neural network classifiers make them certifiably robust against certain types of adversarial attacks - …

Miguel De Benito Delgado
Robustness in ML
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