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Resultats - Domingo Ferrer, Josep


Domingo Ferrer, Josep

Tesis Doctorals Dirigides / Theses 
2020 2021 2022 2023 2024
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
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
Capítols de Llibre / Book chapters 
2020 2021 2022 2023 2024
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
Títol: Privacy in Statistical Databases
Autors: J Domingo-Ferrer; K Muralidhar
Any: 2020 Clau: Proceeding
Patents Sol.licitades / Patents 
2020 2021 2022 2023 2024
Congressos / Conferences 
2020 2021 2022 2023 2024