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Giorgio Fumera

On the Robustness of Adversarial Training Against Uncertainty Attacks

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Oct 29, 2024
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Adversarial Attacks Against Uncertainty Quantification

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Sep 19, 2023
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Dropout Injection at Test Time for Post Hoc Uncertainty Quantification in Neural Networks

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Feb 06, 2023
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Deep Neural Rejection against Adversarial Examples

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Oct 01, 2019
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Is feature selection secure against training data poisoning?

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Apr 21, 2018
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Super-sparse Learning in Similarity Spaces

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Dec 17, 2017
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Is Deep Learning Safe for Robot Vision? Adversarial Examples against the iCub Humanoid

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Aug 23, 2017
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Progressive Boosting for Class Imbalance

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Jun 05, 2017
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Statistical Meta-Analysis of Presentation Attacks for Secure Multibiometric Systems

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Sep 06, 2016
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Security Evaluation of Support Vector Machines in Adversarial Environments

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Jan 30, 2014
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