| DOCTOR: A Simple Method for Detecting Misclassification Errors F Granese, M Romanelli, D Gorla, C Palamidessi, P Piantanida 35th Conference on Neural Information Processing Systems (NeurIPS 2021), 2021 | 39 | 2021 |
| Generating optimal privacy-protection mechanisms via machine learning M Romanelli, C Palamidessi, K Chatzikokolakis 33rd IEEE Computer Security Foundations Symposium, CSF 2020, 2019 | 20* | 2019 |
| Estimating g-leakage via machine learning M Romanelli, K Chatzikokolakis, C Palamidessi, P Piantanida Proceedings of the 2020 ACM SIGSAC Conference on Computer and Communications …, 2020 | 13 | 2020 |
| Feature selection with Rényi min-entropy C Palamidessi, M Romanelli Artificial Neural Networks in Pattern Recognition: 8th IAPR TC3 Workshop …, 2018 | 10 | 2018 |
| Perfectly accurate membership inference by a dishonest central server in federated learning G Pichler, M Romanelli, LR Vega, P Piantanida IEEE Transactions on Dependable and Secure Computing, 2023 | 9 | 2023 |
| A halfspace-mass depth-based method for adversarial attack detection P Colombo, M Picot, F Granese, M Romanelli, F Messina, P Piant Transactions on Machine Learning Research Journal, 2023 | 8 | 2023 |
| MEAD: A Multi-Armed Approach for Evaluation of Adversarial Examples Detectors F Granese, M Picot, M Romanelli, F Messina, P Piantanida Proceedings of the 2022 European Conference on Machine Learning and Data …, 2022 | 6 | 2022 |
| A Data-Driven Measure of Relative Uncertainty for Misclassification Detection E Dadalto Camara Gomes, M Romanelli, G Pichler, P Piantanida The Twelfth International Conference on Learning Representations (ICLR) 2024, 2024 | 3* | 2024 |
| Machine learning methods for privacy protection: leakage measurement and mechanisms design M Romanelli Institut Polytechnique de Paris; Università degli studi (Sienne, Italie), 2020 | 2 | 2020 |
| STRAIN: an R package for multi-locus sequence typing from whole genome sequencing data M Dalsass, M Bodini, C Lambert, MC Mortier, M Romanelli, D Medini, ... BMC bioinformatics 20, 1-8, 2019 | 1 | 2019 |
| On the (In)feasibility of ML Backdoor Detection G Pichler, M Romanelli, DP Manivannan, K Prashanth, F Khorrami, ... 27th International Conference on Artificial Intelligence and Statistics …, 2024 | | 2024 |
| Optimal Zero-Shot Detector for Multi-Armed Attacks F Granese, M Romanelli, P Piantanida 27th International Conference on Artificial Intelligence and Statistics …, 2024 | | 2024 |
| Retrieval-Guided Reinforcement Learning for Boolean Circuit Minimization AB Chowdhury, M Romanelli, B Tan, R Karri, S Garg International Conference on Learning Representations (ICLR) 2024, 2024 | | 2024 |
| Beyond the Norms: Detecting Prediction Errors in Regression Models A Altieri, M Romanelli, G Pichler, F Alberge, P Piantanida Forty-first International Conference on Machine Learning (ICML 2024), 2024 | | 2024 |
| Disparate Impact on Group Accuracy of Linearization for Private Inference S Das, M Romanelli, F Fioretto Forty-first International Conference on Machine Learning (ICML 2024), 2024 | | 2024 |
| On the Limitation of Backdoor Detection Methods G Pichler, M Romanelli, DP Manivannan, P Krishnamurthy, F Khorrami, ... NeurIPS 2023 Workshop on Backdoors in Deep Learning-The Good, the Bad, and …, 2023 | | 2023 |
| Méthodes d'apprentissage machine pour la protection de la vie privée: mesure de leakage et design des mécanismes M Romanelli Institut polytechnique de Paris, 2020 | | 2020 |
| Modern Applications of Game-Theoretic Principles C Palamidessi, M Romanelli CONCUR 2020-31st International Conference on Concurrency Theory 171, 4: 1–4: 9, 2020 | | 2020 |
| Derivation of Constraints from Machine Learning Models and Applications to Security and Privacy M Falaschi, C Palamidessi, M Romanelli OPEN ACCESS SERIES IN INFORMATICS 86, 2020 | | 2020 |
Pablo PiantanidaInternational Laboratory on Learning Systems & Quebec AI Institute - Mila, CNRS & CentraleSupelecVerified email at cnrs.fr
