Resultats - Domingo Ferrer, Josep
Domingo Ferrer, Josep
| Tesis Doctorals Dirigides / Theses |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Títol: Contributions to Explainability and Attack Detection in Deep Learning |
| Autor: Haffar, Rami |
| Director: Abdellatif Fatahallah Ibrahim Mahmoud, Hatem; Sánchez Ruenes, David; Puig Valls, Domènec Savi; Domingo Ferrer, Josep |
| Universitat: N/D |
| Any: 2023 |
| País: N/D |
| Títol: Protecting Models and Data in Federated and Centralized Learning |
| Autor: Jebreel, Najeeb Moharram Salim |
| Director: Sánchez Ruenes, David; Domingo Ferrer, Josep |
| Universitat: N/D |
| Any: 2023 |
| País: N/D |
| Títol: Fairness and Robustness in Machine Learning |
| Autor: Khandpur Singh, Ashneet |
| Director: Blanco Justicia, Alberto; Domingo Ferrer, Josep |
| Universitat: N/D |
| Any: 2023 |
| País: N/D |
| Títol: Co-Utile protocols for decentralized computing |
| Autor: Manjón Paniagua, Jesús Alberto |
| Director: Blanco Justicia, Alberto; Domingo Ferrer, Josep |
| Universitat: N/D |
| Any: 2023 |
| País: N/D |
| Títol: Utility-preserving anonymization of textual documents |
| Autor: Fadi Abdulfattah Mohammed Hassan |
| Director: Josep Domingo I Ferrer; David Sanchez Ruenes |
| Universitat: N/D |
| Any: 2021 |
| País: N/D |
| Títol: Utility-Preserving Anonymization of Textual Documents |
| Autor: Hassan, Fadi Abdulfattah Mohammed |
| Director: Domingo Ferrer, Josep; Sánchez Ruenes, David |
| Universitat: N/D |
| Any: 2021 |
| País: N/D |
| Publicacions en Revista / Papers |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Títol: MemberShield: A framework for federated learning with membership privacy |
| Autors: Ahmed, Faisal; Sanchez, David; Haddi, Zouhair; Domingo-Ferrer, Josep |
| Any: 2025 Clau: Article |
| Revista: Neural Networks |
| País: N/D |
| Títol: DP2Unlearning: An efficient and guaranteed unlearning framework for LLMs |
| Autors: Al Mahmud, Tamim; Jebreel, Najeeb; Domingo-Ferrer, Josep; Sanchez, David |
| Any: 2025 Clau: Article |
| Revista: Neural Networks |
| País: N/D |
| Títol: Digital forgetting in large language models: a survey of unlearning methods |
| Autors: Blanco-Justicia, Alberto; Jebreel, Najeeb; Manzanares-Salor, Benet; Sanchez, David; Domingo-Ferrer, Josep; Collell, Guillem; Eeik Tan, Kuan |
| Any: 2025 Clau: Article |
| Revista: Artificial Intelligence Review |
| País: N/D |
| Títol: Synthetic Data Generation via the Permutation Paradigm With Optional k-Anonymity |
| Autors: Domingo-Ferrer, Josep; Muralidhar, Krishnamurty; Martinez, Sergio |
| Any: 2025 Clau: Article |
| Revista: Ieee Transactions On Dependable And Secure Computing |
| País: N/D |
| Títol: Multi-Task Faces (MTF) Data Set: A Legally and Ethically Compliant Collection of Face Images for Various Classification Tasks |
| Autors: Haffar, Rami; Sanchez, David; Domingo-Ferrer, Josep |
| Any: 2025 Clau: Article |
| Revista: Ieee Access |
| País: N/D |
| Títol: Protecting Vulnerable Respondents: A Critical Analysis of the Privacy-Preserving Methods of the 2010 and 2020 Decennial Census |
| Autors: Muralidhar, Krishnamurty; Domingo-Ferrer, Josep; Sanchez, David; Ruggles, Steven |
| Any: 2025 Clau: Article |
| Revista: Population Research And Policy Review |
| País: N/D |
| Títol: Conciliating Privacy and Utility in Data Releases via Individual Differential Privacy and Microaggregation |
| Autors: Soria-Comas J; Sánchez D; Domingo-Ferrer J; Martínez S; Del Vasto-Terrientes L |
| Any: 2025 Clau: Article |
| Revista: Transactions On Data Privacy |
| País: N/D |
| Títol: Enhanced Security and Privacy via Fragmented Federated Learning |
| Autors: Jebreel, Najeeb Moharram; Domingo-Ferrer, Josep; Blanco-Justicia, Alberto; Sanchez, David |
| Any: 2024 Clau: Article |
| Revista: Ieee Transactions On Neural Networks And Learning Systems |
| País: N/D |
| Títol: LFighter: Defending against the label-flipping attack in federated learning |
| Autors: Jebreel, Najeeb Moharram; Domingo-Ferrer, Josep; Sanchez, David; Blanco-Justicia, Alberto |
| Any: 2024 Clau: Article |
| Revista: Neural Networks |
| País: N/D |
| Títol: Què és i què pot fer la intel·ligència artificial? |
| Autors: Josep Domingo i Ferrer |
| Any: 2024 Clau: Article |
| Revista: Catalan Social Sciences Review |
| País: N/D |
| Títol: Federated learning-based natural language processing: a systematic literature review |
| Autors: Khan, Younas; Sanchez, David; Domingo-Ferrer, Josep |
| Any: 2024 Clau: Article |
| Revista: Artificial Intelligence Review |
| País: N/D |
| Títol: Dual-Server-Based Lightweight Privacy-Preserving Federated Learning |
| Autors: Zhong, Liangyu; Wang, Lulu; Zhang, Lei; Domingo-Ferrer, Josep; Xu, Lin; Wu, Changti; Zhang, Rui |
| Any: 2024 Clau: Article |
| Revista: Ieee Transactions On Network And Service Management |
| País: N/D |
| Títol: A Critical Review on the Use (and Misuse) of Differential Privacy in Machine Learning |
| Autors: Blanco-Justicia, Alberto; Sanchez, David; Domingo-Ferrer, Josep; Muralidhar, Krishnamurty |
| Any: 2023 Clau: Review |
| Revista: Acm Computing Surveys |
| País: N/D |
| Títol: Circuit-Free General-Purpose Multi-Party Computation via Co-Utile Unlinkable Outsourcing |
| Autors: Domingo-Ferrer, Josep; Manjon, Jesus |
| Any: 2023 Clau: Article |
| Revista: Ieee Transactions On Dependable And Secure Computing |
| País: N/D |
| Títol: Explaining predictions and attacks in federated learning via random forests |
| Autors: Haffar, Rami; Sanchez, David; Domingo-Ferrer, Josep |
| Any: 2023 Clau: Article |
| Revista: Applied Intelligence |
| País: N/D |
| Títol: Utility-Preserving Privacy Protection of Textual Documents via Word Embeddings |
| Autors: Hassan, Fadi; Sanchez, David; Domingo-Ferrer, Josep |
| Any: 2023 Clau: Article |
| Revista: Ieee Transactions On Knowledge And Data Engineering |
| País: N/D |
| Títol: FL-Defender: Combating targeted attacks in federated learning |
| Autors: Jebreel, Najeeb Moharram; Domingo-Ferrer, Josep |
| Any: 2023 Clau: Article |
| Revista: Knowledge-Based Systems |
| País: N/D |
| Títol: Secure, accurate and privacy-aware fully decentralized learning via co-utility |
| Autors: Manjon, Jesus; Domingo-Ferrer, Josep; Sanchez, David; Blanco-Justicia, Alberto |
| Any: 2023 Clau: Article |
| Revista: Computer Communications |
| País: N/D |
| Títol: A Rejoinder to Garfinkel (2023) - Legacy Statistical Disclosure Limitation Techniques for Protecting 2020 Decennial US Census: Still a Viable Option |
| Autors: Muralidhar, Krishnamurty; Domingo-Ferrer, Josep |
| Any: 2023 Clau: Article |
| Revista: Journal Of Official Statistics |
| País: N/D |
| Títol: Database Reconstruction Is Not So Easy and Is Different from Reidentification |
| Autors: Muralidhar, Krishnamurty; Domingo-Ferrer, Josep |
| Any: 2023 Clau: Article |
| Revista: Journal Of Official Statistics |
| País: N/D |
| Títol: Data privacy: state of the art |
| Autors: Torra, Vicenc; Domingo-Ferrer, Josep |
| Any: 2023 Clau: Article |
| Revista: Transactions On Data Privacy |
| País: N/D |
| Títol: Generation of Synthetic Trajectory Microdata from Language Models |
| Autors: A. Blanco-Justicia, N. Jebreel, J. A. Manjón and J. Domingo-Ferrer |
| Any: 2022 Clau: Article |
| Revista: Lecture Notes In Computer Science |
| País: N/D |
| Títol: Secure and Privacy-Preserving Federated Learning via Co-Utility |
| Autors: Domingo-Ferrer, Josep; Blanco-Justicia, Alberto; Manjon, Jesus; Sanchez, David |
| Any: 2022 Clau: Article |
| Revista: Ieee Internet Of Things Journal |
| País: N/D |
| Títol: Decentralized k-anonymization of trajectories via privacy-preserving tit-for-tat |
| Autors: Domingo-Ferrer, Josep; Martinez, Sergio; Sanchez, David |
| Any: 2022 Clau: Article |
| Revista: Computer Communications |
| País: N/D |
| Títol: Multi-Dimensional Randomized Response |
| Autors: Domingo-Ferrer, Josep; Soria-Comas, Jordi |
| Any: 2022 Clau: Article |
| Revista: Ieee Transactions On Knowledge And Data Engineering |
| País: N/D |
| Títol: Generating Deep Learning Model-Specific Explanations at the End User's Side |
| Autors: Haffar, R; Jebreel, N; Sanchez, D; Domingo-Ferrer, J |
| Any: 2022 Clau: Article |
| Revista: International Journal Of Uncertainty Fuzziness And Knowledge-Based Systems |
| País: N/D |
| Títol: Differentially private publication of database streams via hybrid video coding |
| Autors: Parra-Arnau, Javier; Strufe, Thorsten; Domingo-Ferrer, Josep |
| Any: 2022 Clau: Article |
| Revista: Knowledge-Based Systems |
| País: N/D |
| Títol: Achieving security and privacy in federated learning systems: Survey, research challenges and future directions |
| Autors: Blanco-Justicia, Alberto; Domingo-Ferrer, Josep; Martinez, Sergio; Sanchez, David; Flanagan, Adrian; Tan, Kuan Eeik |
| Any: 2021 Clau: Article |
| Revista: Engineering Applications Of Artificial Intelligence |
| País: N/D |
| Títol: General Confidentiality and Utility Metrics for Privacy-Preserving Data Publishing Based on the Permutation Model |
| Autors: Domingo-Ferrer, Josep; Muralidhar, Krishnamurty; Bras-Amoros, Maria |
| Any: 2021 Clau: Article |
| Revista: Ieee Transactions On Dependable And Secure Computing |
| País: N/D |
| Títol: Keynet: An asymmetric key-style framework for watermarking deep learning models |
| Autors: Jebreel, Najeeb Moharram; Domingo-Ferrer, Josep; Sanchez, David; Blanco-Justicia, Alberto |
| Any: 2021 Clau: Article |
| Revista: Applied Sciences-Basel |
| País: N/D |
| Títol: Give more data, awareness and control to individual citizens, and they will help COVID-19 containment |
| Autors: Nanni, Mirco; Andrienko, Gennady; Barabasi, Albert-Laszlo; Boldrini, Chiara; Bonchi, Francesco; Cattuto, Ciro; Chiaromonte, Francesca; Comande, Giovanni; Conti, Marco; Cote, Mark; Dignum, Frank; Dignum, Virginia; Domingo-Ferrer, Josep; Ferragina, Paolo; Giannotti, Fosca; Guidotti, Riccardo; Helbing, Dirk; Kaski, Kimmo; Kertesz, Janos; Lehmann, Sune; Lepri, Bruno; Lukowicz, Paul; Matwin, Stan; Jimenez, David Megias; Monreale, Anna; Morik, Katharina; Oliver, Nuria; Passarella, Andrea; Passerini, Andrea; Pedreschi, Dino; Pentland, Alex; Pianesi, Fabio; Pratesi, Francesca; Rinzivillo, Salvatore; Ruggieri, Salvatore; Siebes, Arno; Torra, Vicenc; Trasarti, Roberto; Hoven, Jeroen van den; Vespignani, Alessandro |
| Any: 2021 Clau: Article |
| Revista: Ethics And Information Technology |
| País: N/D |
| Llibres / Books |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Capítols de Llibre / Book chapters |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Títol: Microdata Masking Techniques |
| Autors: Domingo-Ferrer J |
| Any: 2025 Clau: Book Chapters |
| Altres Documents / Other documents |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Patents Sol.licitades / Patents |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Congressos / Conferences |
| 2021 | 2022 | 2023 | 2024 | 2025 |
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