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Ecole polytechnique, Ecole Nationale des Ponts et Chauss茅es
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Strong adversarial robustness can emerge without generating a single adversarial example during training, reaching 76.6% AutoAttack accuracy on CIFAR-10 purely through oscillatory neural dynamics and predictive self-supervision.
