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cs.NE2026
NERO-Net: A Neuroevolutionary Approach for the Design of Adversarially Robust CNNs
Inês Valentim, Nuno Antunes, Nuno Lourenço
Neuroevolution automates the complex task of neural network design but often ignores the inherent adversarial fragility of evolved models which is a barrier to adoption in safety-c…
cs.NE2022
Adversarial Robustness Assessment of NeuroEvolution Approaches
Inês Valentim, Nuno Lourenço, Nuno Antunes
NeuroEvolution automates the generation of Artificial Neural Networks through the application of techniques from Evolutionary Computation. The main goal of these approaches is to b…