Resultats - Sánchez Ruenes, David
Sánchez Ruenes, David
Tesis Doctorals Dirigides / Theses |
2019 | 2020 | 2021 | 2022 | 2023 |
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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: 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: 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: Hassan, Fadi Abdulfattah Mohammed |
Director: Domingo Ferrer, Josep; Sánchez Ruenes, David |
Universitat: N/D |
Any: 2021 |
País: N/D |
Publicacions en Revista / Papers |
2019 | 2020 | 2021 | 2022 | 2023 |
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Títol: A Critical Review on the Use (and Misuse) of Differential Privacy in Machine Learning |
Autors: Blanco-Justicia, A; Sánchez, D; Domingo-Ferrer, J; Muralidhar, K |
Any: 2023 Clau: Article |
Revista: Acm Computing Surveys |
País: N/D |
Títol: Explaining predictions and attacks in federated learning via random forests |
Autors: Haffar R; Sánchez D; Domingo-Ferrer J |
Any: 2023 Clau: Article |
Revista: Applied Intelligence |
País: N/D |
Títol: Utility-Preserving Privacy Protection of Textual Documents via Word Embeddings |
Autors: Hassan, F; Sánchez, D; Domingo-Ferrer, J |
Any: 2023 Clau: Article |
Revista: Ieee Transactions On Knowledge And Data Engineering |
País: N/D |
Títol: Secure, accurate and privacy-aware fully decentralized learning via co-utility |
Autors: Manjón, J; Domingo-Ferrer, J; Sánchez, D; Blanco-Justicia, A |
Any: 2023 Clau: Article |
Revista: Computer Communications |
País: N/D |
Títol: Confidence-ranked reconstruction of census records from aggregate statistics fails to capture privacy risks and reidentifiability |
Autors: Sánchez, David; Domingo-Ferrer, Josep; Muralidhar, Krishnamurty |
Any: 2023 Clau: Article |
Revista: Proceedings Of The National Academy Of Sciences Of The United States Of America |
País: N/D |
Títol: Secure and Privacy-Preserving Federated Learning via Co-Utility |
Autors: Domingo-Ferrer J; Blanco-Justicia A; Manjon J; Sanchez D |
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 J; Martínez S; Sánchez D |
Any: 2022 Clau: Article |
Revista: Computer Communications |
País: N/D |
Títol: Generating Deep Learning Model-Specific Explanations at the End User's Side |
Autors: Haffar R; Jebreel N; Sánchez 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: The Text Anonymization Benchmark (TAB): A Dedicated Corpus and Evaluation Framework for Text Anonymization |
Autors: Pilán I; Lison P; Øvrelid L; Papadopoulou A; Sánchez D; Batet M |
Any: 2022 Clau: Article |
Revista: Computational Linguistics |
País: N/D |
Títol: Achieving security and privacy in federated learning systems: Survey, research challenges and future directions |
Autors: Blanco-Justicia A; Domingo-Ferrer J; Martínez S; Sánchez D; Flanagan A; Tan KE |
Any: 2021 Clau: Article |
Revista: Engineering Applications Of Artificial Intelligence |
País: N/D |
Títol: Keynet: An asymmetric key-style framework for watermarking deep learning models |
Autors: Jebreel NM; Domingo-Ferrer J; Sánchez D; Blanco-Justicia A |
Any: 2021 Clau: Article |
Revista: Applied Sciences-Basel |
País: N/D |
Títol: A large reproducible benchmark of ontology-based methods and word embeddings for word similarity |
Autors: Lastra-Diaz, Juan J.; Goikoetxea, Josu; Taieb, Mohamed Ali Hadj; Garcia-Serrano, Ana; Ben Aouicha, Mohamed; Agirre, Eneko; Sanchez, David; |
Any: 2021 Clau: Article |
Revista: Information Systems |
País: N/D |
Títol: Privacy protection of user profiles in online search via semantic randomization |
Autors: Rodriguez-Garcia, Mercedes; Batet, Montserrat; Sanchez, David; Viejo, Alexandre; |
Any: 2021 Clau: Article |
Revista: Knowledge And Information Systems |
País: N/D |
Títol: Automatic assessment of privacy policies under the gdpr |
Autors: Sánchez D; Viejo A; Batet M |
Any: 2021 Clau: Article |
Revista: Applied Sciences-Basel |
País: N/D |
Títol: Leveraging synonymy and polysemy to improve semantic similarity assessments based on intrinsic information content |
Autors: Batet M; Sánchez D |
Any: 2020 Clau: Article |
Revista: Artificial Intelligence Review |
País: N/D |
Títol: Machine learning explainability via microaggregation and shallow decision trees |
Autors: Blanco-Justicia A; Domingo-Ferrer J; Martínez S; Sánchez D |
Any: 2020 Clau: Article |
Revista: Knowledge-Based Systems |
País: N/D |
Títol: Outsourcing analyses on privacy-protected multivariate categorical data stored in untrusted clouds |
Autors: Domingo-Ferrer J; Sánchez D; Ricci S; Muñoz-Batista M |
Any: 2020 Clau: Article |
Revista: Knowledge And Information Systems |
País: N/D |
Títol: Comprehensive Simulation of a Software Project throughout Several Subjects |
Autors: Ferre M; Garcia-Barroso C; Garcia-Famoso M; Sanchez D; Valls A |
Any: 2020 Clau: Article |
Revista: Revista Iberoamericana De Tecnologias Del Aprendizaje |
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 |
Títol: Secure monitoring in IoT-based services via fog orchestration |
Autors: Viejo A; Sánchez D |
Any: 2020 Clau: Article |
Revista: Future Generation Computer Systems-The International Journal Of Escience |
País: N/D |
Títol: Privacy-preserving cloud computing on sensitive data: A survey of methods, products and challenges |
Autors: Domingo-Ferrer J; Farràs O; Ribes-González J; Sánchez D |
Any: 2019 Clau: Review |
Revista: Computer Communications |
País: N/D |
Títol: Utility-preserving privacy protection of nominal data sets via semantic rank swapping |
Autors: Rodriguez-Garcia M, Batet M, Sánchez D |
Any: 2019 Clau: Article |
Revista: Information Fusion |
País: N/D |
Títol: Secure and privacy-preserving orchestration and delivery of fog-enabled IoT services |
Autors: Viejo A, Sánchez D |
Any: 2019 Clau: Article |
Revista: Ad Hoc Networks |
País: N/D |
Llibres / Books |
2019 | 2020 | 2021 | 2022 | 2023 |
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Capítols de Llibre / Book chapters |
2019 | 2020 | 2021 | 2022 | 2023 |
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Títol: Privacy-Preserving Orchestrated Web Service Composition with Untrusted Brokers |
Autors: Khabou I; Rouached M; Viejo A; Sánchez D |
Any: 2021 Clau: Book Chapters |
Altres Documents / Other documents |
2019 | 2020 | 2021 | 2022 | 2023 |
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Patents Sol.licitades / Patents |
2019 | 2020 | 2021 | 2022 | 2023 |
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Congressos / Conferences |
2019 | 2020 | 2021 | 2022 | 2023 |
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