Resultats - Domingo Ferrer, Josep
Domingo Ferrer, Josep
Tesis Doctorals Dirigides / Theses |
2020 | 2021 | 2022 | 2023 | 2024 |
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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: 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: 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: 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: 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: 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: 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: 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: 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 |
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: 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 |
2020 | 2021 | 2022 | 2023 | 2024 |
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Títol: LFighter: Defending against the label-flipping attack in federated learning |
Autors: Jebreel, NM; Domingo-Ferrer, J; Snáchez, D; Blanco-Justicia, A |
Any: 2024 Clau: Article |
Revista: Neural Networks |
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: 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: Secure, accurate and privacy-aware fully decentralized learning via co-utility |
Autors: Manjón, Jesús; Domingo-Ferrer, Josep; Sánchez, David; Blanco-Justicia, Alberto |
Any: 2023 Clau: Article |
Revista: Computer Communications |
País: N/D |
Títol: Database Reconstruction Is Not so Easy and Is Different from Reidentification |
Autors: Muralidhar K; Domingo-Ferrer J |
Any: 2023 Clau: Article |
Revista: Journal Of Official Statistics |
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: Enhanced Security and Privacy via Fragmented Federated Learning |
Autors: Jebreel NM; Domingo-Ferrer J; Blanco-Justicia A; Sanchez D |
Any: 2022 Clau: Article |
Revista: Ieee Transactions On Neural Networks And Learning Systems |
País: N/D |
Títol: Decentralized k-anonymization of trajectories via privacy-preserving tit-for-tat |
Autors: Josep Domingo-Ferrer, Sergio Martínez, David Sánchez |
Any: 2022 Clau: Article |
Revista: Computer Communications |
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 |
Títol: Machine learning explainability via microaggregation and shallow decision trees |
Autors: Blanco-Justicia, Alberto; Domingo-Ferrer, Josep; Martinez, Sergio; Sanchez, David |
Any: 2020 Clau: Article |
Revista: Knowledge-Based Systems |
País: N/D |
Títol: Multi-Dimensional Randomized Response |
Autors: Domingo-Ferrer J; Soria-Comas J |
Any: 2020 Clau: Article |
Revista: Ieee Transactions On Knowledge And Data Engineering |
País: N/D |
Títol: Ethical Value-Centric Cybersecurity: A Methodology Based on a Value Graph |
Autors: Domingo-Ferrer, Josep; Blanco-Justicia, Alberto |
Any: 2020 Clau: Article |
Revista: Science And Engineering Ethics |
País: N/D |
Títol: Outsourcing analyses on privacy-protected multivariate categorical data stored in untrusted clouds |
Autors: Domingo-Ferrer, Josep; Sanchez, David; Ricci, Sara; Munoz-Batista, Monica |
Any: 2020 Clau: Article |
Revista: Knowledge And Information Systems |
País: N/D |
Títol: Data anonymization |
Autors: Josep Domingo i Ferrer; Jorge Soria Comas |
Any: 2020 Clau: Article |
Revista: European Public Mosaic (Epum).: Open Journal On Public Service |
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; van den Hoven, Jeroen; Vespignani, Alessandro |
Any: 2020 Clau: Article |
Revista: Transactions On Data Privacy |
País: N/D |
Títol: Differentially private data publishing via cross-moment microaggregation |
Autors: Parra-Arnau, Javier; Domingo-Ferrer, Josep; Soria-Comas, Jordi |
Any: 2020 Clau: Article |
Revista: Information Fusion |
País: N/D |
Títol: µ-ANT: Semantic Microaggregation-based Anonymization Tool |
Autors: Sanchez, David; Martinez, Sergio; Domingo-Ferrer, Josep; Soria-Comas, Jordi; Batet, Montserrat |
Any: 2020 Clau: Article |
Revista: Bioinformatics |
País: N/D |
Títol: µ-ANT: Semantic Microaggregation-based Anonymization Tool |
Autors: Sánchez D, Martínez S, Domingo-Ferrer J, Soria-Comas J, Batet M |
Any: 2020 Clau: Article |
Revista: Bioinformatics |
País: N/D |
Llibres / Books |
2020 | 2021 | 2022 | 2023 | 2024 |
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Capítols de Llibre / Book chapters |
2020 | 2021 | 2022 | 2023 | 2024 |
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Títol: Privacy-Preserving Technologies |
Autors: Domingo-Ferrer J; Blanco-Justicia A |
Any: 2020 Clau: Book Chapters |
Altres Documents / Other documents |
2020 | 2021 | 2022 | 2023 | 2024 |
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Títol: Privacy in Statistical Databases |
Autors: J Domingo-Ferrer; K Muralidhar |
Any: 2020 Clau: Proceeding |
Patents Sol.licitades / Patents |
2020 | 2021 | 2022 | 2023 | 2024 |
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Congressos / Conferences |
2020 | 2021 | 2022 | 2023 | 2024 |
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