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Nuno Antunes

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Aug 2026

Multi-layer Adversarial Robustness Analysis of Neural Networks: Visual and Metric-based Approaches

A method to analyze ANNs designed for image classification from an adversarial robustness perspective and implemented an ablation and fine-tuning strategy that successfully boosted the robustness of the ANNs against a variant of the Auto-PGD attack under different threat models.

Inês Valentim, Nuno Antunes, Nuno Lourenço · 0 citations