| LFighter: Defending against the label-flipping attack in federated learning NM Jebreel, J Domingo-Ferrer, D Sánchez, A Blanco-Justicia Neural Networks 170, 111-126, 2024 | 31* | 2024 |
| Fl-defender: Combating targeted attacks in federated learning NM Jebreel, J Domingo-Ferrer Knowledge-Based Systems 260, 110178, 2023 | 27 | 2023 |
| Keynet: An asymmetric key-style framework for watermarking deep learning models NM Jebreel, J Domingo-Ferrer, D Sánchez, A Blanco-Justicia Applied Sciences 11 (3), 999, 2021 | 21 | 2021 |
| Enhanced security and privacy via fragmented federated learning NM Jebreel, J Domingo-Ferrer, A Blanco-Justicia, D Sánchez IEEE Transactions on Neural Networks and Learning Systems, 2022 | 20 | 2022 |
| Co-utile peer-to-peer decentralized computing J Domingo-Ferrer, A Blanco-Justicia, D Sánchez, N Jebreel 2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet …, 2020 | 19 | 2020 |
| Efficient detection of Byzantine attacks in federated learning using last layer biases N Jebreel, A Blanco-Justicia, D Sánchez, J Domingo-Ferrer Modeling Decisions for Artificial Intelligence: 17th International …, 2020 | 10 | 2020 |
| Defending Against Backdoor Attacks by Layer-wise Feature Analysis NM Jebreel, J Domingo-Ferrer, Y Li The Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2023 | 8 | 2023 |
| Explaining image misclassification in deep learning via adversarial examples R Haffar, NM Jebreel, J Domingo-Ferrer, D Sánchez International Conference on Modeling Decisions for Artificial Intelligence …, 2021 | 7 | 2021 |
| Generation of synthetic trajectory microdata from language models A Blanco-Justicia, NM Jebreel, JA Manjón, J Domingo-Ferrer International Conference on Privacy in Statistical Databases, 172-187, 2022 | 5 | 2022 |
| Detecting bad answers in survey data through unsupervised machine learning NM Jebreel, R Haffar, AK Singh, D Sánchez, J Domingo-Ferrer, ... Privacy in Statistical Databases: UNESCO Chair in Data Privacy …, 2020 | 5 | 2020 |
| Measuring Fairness in Machine Learning Models via Counterfactual Examples R Haffar, AK Singh, J Domingo-Ferrer, N Jebreel International Conference on Modeling Decisions for Artificial Intelligence …, 2022 | 2 | 2022 |
| An Examination of the Alleged Privacy Threats of Confidence-Ranked Reconstruction of Census Microdata D Sánchez, N Jebreel, J Domingo-Ferrer, K Muralidhar, A Blanco-Justicia arXiv preprint arXiv:2311.03171, 2023 | 1 | 2023 |
| Protecting Models and Data in Federated and Centralized Learning NMS Jebreel Universitat Rovira i Virgili, 0 | 1 | |
| Digital Forgetting in Large Language Models: A Survey of Unlearning Methods A Blanco-Justicia, N Jebreel, B Manzanares, D Sánchez, ... arXiv preprint arXiv:2404.02062, 2024 | | 2024 |
| Generating Deep Learning Model-Specific Explanations at the End User’s Side R Haffar, N Jebreel, D Sánchez, J Domingo-Ferrer International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems …, 2022 | | 2022 |
| Program Committee ICDE 2022 G Cong, S Idreos, F Li, S Adhikari, A Ahmad, S Ahmad, MA Rastaghi, ... | | |
Josep Domingo-FerrerDistinguished Professor, Universitat Rovira i Virgili, Director-CYBERCAT, FIEEE, ACM DSVerified email at urv.cat
