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On the Robustness of Bayesian Neural Networks to Adversarial Attacks


Jul 13, 2022
Luca Bortolussi, Ginevra Carbone, Luca Laurenti, Andrea Patane, Guido Sanguinetti, Matthew Wicker

* arXiv admin note: text overlap with arXiv:2002.04359 

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Stochastic Variational Smoothed Model Checking


May 11, 2022
Luca Bortolussi, Francesca Cairoli, Ginevra Carbone, Paolo Pulcini


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Abstraction of Markov Population Dynamics via Generative Adversarial Nets


Jun 24, 2021
Francesca Cairoli, Ginevra Carbone, Luca Bortolussi


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Resilience of Bayesian Layer-Wise Explanations under Adversarial Attacks


Feb 22, 2021
Ginevra Carbone, Guido Sanguinetti, Luca Bortolussi


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Random Projections for Improved Adversarial Robustness


Feb 18, 2021
Ginevra Carbone, Guido Sanguinetti, Luca Bortolussi


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ETC-NLG: End-to-end Topic-Conditioned Natural Language Generation


Aug 25, 2020
Ginevra Carbone, Gabriele Sarti


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Robustness of Bayesian Neural Networks to Gradient-Based Attacks


Feb 12, 2020
Ginevra Carbone, Matthew Wicker, Luca Laurenti, Andrea Patane, Luca Bortolussi, Guido Sanguinetti


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