| Robustness of Bayesian Neural Networks to Gradient-Based Attacks G Carbone, M Wicker, L Laurenti, A Patane, L Bortolussi, G Sanguinetti Neural Information Processing Systems (NeurIPS 2020), 2020 | 91 | 2020 |
| Abstraction of Markov Population Dynamics via Generative Adversarial Nets F Cairoli, G Carbone, L Bortolussi International Conference on Computational Methods in Systems Biology (CMSB 2021), 2021 | 13 | 2021 |
| On the robustness of bayesian neural networks to adversarial attacks L Bortolussi, G Carbone, L Laurenti, A Patane, G Sanguinetti, M Wicker IEEE Transactions on Neural Networks and Learning Systems, 2024 | 10 | 2024 |
| ETC-NLG: End-to-end Topic-Conditioned Natural Language Generation G Carbone, G Sarti Italian Journal of Computational Linguistics (IJCoL 2020), 2020 | 9 | 2020 |
| Scalable Stochastic Parametric Verification with Stochastic Variational Smoothed Model Checking L Bortolussi, F Cairoli, G Carbone, P Pulcini arXiv preprint arXiv:2205.05398, 2022 | 6 | 2022 |
| Resilience of Bayesian Layer-Wise Explanations under Adversarial Attacks G Carbone, G Sanguinetti, L Bortolussi The International Joint Conference on Neural Networks (IJCNN 2022), 2021 | 5 | 2021 |
| Random Projections for Improved Adversarial Robustness G Carbone, G Sanguinetti, L Bortolussi The International Joint Conference on Neural Networks (IJCNN 2021), 2021 | 5 | 2021 |
| Conditioning score-based generative models by neuro-symbolic constraints D Scassola, S Saccani, G Carbone, L Bortolussi arXiv preprint arXiv:2308.16534, 2023 | 3 | 2023 |
| Adversarial Attacks on Protein Language Models G Carbone, F Cuturello, L Bortolussi, A Cazzaniga Machine Learning in Structural Biology (MLSB 2022), 2022 | 3 | 2022 |
| Adversarial Learning of Robust and Safe Controllers for Cyber-Physical Systems L Bortolussi, F Cairoli, G Carbone, F Franchina, R Enrico IFAC Conference on Analysis and Design of Hybrid Systems (ADHS 2021), 2020 | 2 | 2020 |
| Robustness and interpretability of neural networks’ predictions under adversarial attacks G Carbone Università degli Studi di Trieste, 2023 | 1 | 2023 |
Luca BortolussiUniversità di TriesteVerified email at units.it
