Search Results for author: Nuno Antunes

Found 3 papers, 0 papers with code

MONDEO: Multistage Botnet Detection

no code implementations31 Aug 2023 Duarte Dias, Bruno Sousa, Nuno Antunes

FluBot is one example of botnet malware that infects mobile devices.

Adversarial Robustness Assessment of NeuroEvolution Approaches

no code implementations12 Jul 2022 Inês Valentim, Nuno Lourenço, Nuno Antunes

Similarly to manually-designed networks, our results show that when the evolved models are attacked with iterative methods, their accuracy usually drops to, or close to, zero under both distance metrics.

Adversarial Robustness Image Classification

The Impact of Data Preparation on the Fairness of Software Systems

no code implementations5 Oct 2019 Inês Valentim, Nuno Lourenço, Nuno Antunes

Data preparation is key in any machine learning pipeline, but its effect on fairness is yet to be studied in detail.

Attribute BIG-bench Machine Learning +1

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