Super-DeepG improves linear relaxation techniques and Lipschitz optimization for neural network robustness certification against geometric perturbations, with a GPU implementation that claims better precision and speed than prior work.
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Certified geometric robustness -- Super-DeepG
Super-DeepG improves linear relaxation techniques and Lipschitz optimization for neural network robustness certification against geometric perturbations, with a GPU implementation that claims better precision and speed than prior work.