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Resultats - Sánchez Ruenes, David


Sánchez Ruenes, David

Tesis Doctorals Dirigides / Theses 
2019 2020 2021 2022 2023
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
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
Capítols de Llibre / Book chapters 
2019 2020 2021 2022 2023
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
Patents Sol.licitades / Patents 
2019 2020 2021 2022 2023
Congressos / Conferences 
2019 2020 2021 2022 2023