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When and How to Fool Explainable Models (and Humans) with Adversarial Examples



Jon Vadillo , Roberto Santana , Jose A. Lozano

* 12 pages, 1 figure 

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Redefining Neural Architecture Search of Heterogeneous Multi-Network Models by Characterizing Variation Operators and Model Components



Unai Garciarena , Roberto Santana , Alexander Mendiburu


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On the Exploitation of Neuroevolutionary Information: Analyzing the Past for a More Efficient Future



Unai Garciarena , Nuno Lourenço , Penousal Machado , Roberto Santana , Alexander Mendiburu


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Analysis of Dominant Classes in Universal Adversarial Perturbations



Jon Vadillo , Roberto Santana , Jose A. Lozano

* 20 pages, 10 figures, 4 tables 

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Extending Adversarial Attacks to Produce Adversarial Class Probability Distributions



Jon Vadillo , Roberto Santana , Jose A. Lozano

* 13 pages, 7 figures, 2 tables, 2 algorithms 

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On the human evaluation of audio adversarial examples



Jon Vadillo , Roberto Santana

* Preprint. 17 pages, 7 figures, 4 tables 

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Universal adversarial examples in speech command classification



Jon Vadillo , Roberto Santana

* 14 pages, 2 figures, 4 tables; removed unused files; IEEE Copyrighted version 

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Evolving Gaussian Process kernels from elementary mathematical expressions



Ibai Roman , Roberto Santana , Alexander Mendiburu , Jose A. Lozano


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