Resultats - Sánchez Ruenes, David
Sánchez Ruenes, David
| Tesis Doctorals Dirigides / Theses |
| 2020 | 2021 | 2022 | 2023 | 2024 |
|---|
| 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: 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: 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 |
| 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: Entropy Estimators for Markovian Sequences: A Comparative Analysis |
| Autors: De Gregorio, Juan; Sanchez, David; Toral, Raul |
| Any: 2024 Clau: Article |
| Revista: Entropy |
| 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: Evaluating the disclosure risk of anonymized documents via a machine learning-based re-identification attack |
| Autors: Manzanares-Salor B; Sánchez D; Lison P |
| Any: 2024 Clau: Article |
| Revista: Data Mining And Knowledge Discovery |
| 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: 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: High radon levels and adverse environmental conditions in using RAD7 |
| Autors: Lopez, Arturo; Balcazar, Miguel; Sanchez, David |
| Any: 2023 Clau: Article |
| Revista: Radiation Protection Dosimetry |
| 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: The physics of languages |
| Autors: Patriarca, Marco; Heinsalu, Els; Sanchez, David |
| Any: 2023 Clau: Article |
| Revista: Physics World |
| País: N/D |
| Títol: Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry and lateral flow immunochromatography for rapid identification of ¿-lactamase-gene-harboring Enterobacterales in urine specimens: Performance and cost-benefit analyses |
| Autors: Sanchez, David; Torres, Ignacio; Padron, Carmelo; Gimenez, Estela; Colomina, Javier; Carretero, Diego; Buesa, Javier; Navarro, David; Albert, Eliseo |
| Any: 2023 Clau: Article |
| Revista: Diagnostic Microbiology And Infectious Disease |
| 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, 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: Assessment of power-to-power renewable energy storage based on the smart integration of hydrogen and micro gas turbine technologies |
| Autors: Escamilla, Antonio; Sanchez, David; Garcia-Rodriguez, Lourdes |
| Any: 2022 Clau: Article |
| Revista: International Journal Of Hydrogen Energy |
| 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: Values for the Mechanical Properties of Wheat, Maize and Wood Pellets for Use in Silo Load Calculations Involving Numerical Methods |
| Autors: Moya, Manuel; Sanchez, David; Ramon Villar-Garcia, Jose |
| Any: 2022 Clau: Article |
| Revista: Agronomy-Basel |
| País: N/D |
| Títol: The Text Anonymization Benchmark (TAB): A Dedicated Corpus and Evaluation Framework for Text Anonymization |
| Autors: Pilan, Ildiko; Lison, Pierre; ovrelid, Lilja; Papadopoulou, Anthi; Sanchez, David; Batet, Montserrat |
| Any: 2022 Clau: Article |
| Revista: Computational Linguistics |
| País: N/D |
| Títol: Monitoring HOTTIP levels on extracellular vesicles for predicting recurrence in surgical non-small cell lung cancer patients |
| Autors: Bing, Han; Marrades, Ramon Maria; Vinolas, Nuria; Yangyi, He; Canals, Jordi; Diaz, Tania; Molins, Laureano; Martinez, Daniel; Moises, Jorge; Sanchez, David; Boada, Marc; Acosta-Plasencia, Melissa; Cros-Font, Corali; Monzo, Mariano; Navarro, Alfons |
| Any: 2021 Clau: Article |
| Revista: Translational Oncology |
| 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: 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: 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: Sanchez, David; Viejo, Alexandre; Batet, Montserrat |
| Any: 2021 Clau: Article |
| Revista: Applied Sciences-Basel |
| País: N/D |
| Títol: Sequential intrapleural administration of fibrinolytic drugs and dornase alfa for empyema management. Treatment protocol based on its physicochemical stability |
| Autors: Bastida, Carla; Salazar-Santander, Carlota; Soy, Dolors; Sanchez, David; Diez, Carmen; Ramon Badia, Joan |
| Any: 2020 Clau: Article |
| Revista: Farmacia Hospitalaria |
| País: N/D |
| Títol: Leveraging synonymy and polysemy to improve semantic similarity assessments based on intrinsic information content |
| Autors: Batet, Montserrat; Sanchez, David |
| Any: 2020 Clau: Article |
| Revista: Artificial Intelligence Review |
| 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: Systematic Diffusion-Ordered Spectroscopy for the Selective Determination of Molecular Weight in Real Lignins and Fractions Arising from Base-Catalyzed Depolymerization Reaction Mixtures |
| Autors: Cornejo, Alfonso; Garcia-Yoldi, Inigo; Alegria-Dallo, Irantzu; Galilea-Gonzalo, Rebeca; Hablich, Karina; Sanchez, David; Otazu, Eduardo; Funcia, Ibai; Gil, Maria J; Martinez-Merino, Victor |
| Any: 2020 Clau: Article |
| Revista: Acs Sustainable Chemistry & Engineering |
| 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: 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: Comprehensive Simulation of a Software Project throughout Several Subjects |
| Autors: Ferre, Maria; Garcia-Barroso, Carlos; Garcia-Famoso, Montse; Sanchez, David; Valls, Aida |
| Any: 2020 Clau: Article |
| Revista: Revista Iberoamericana De Tecnologias Del Aprendizaje |
| País: N/D |
| Títol: Does Teaching Your Native Language Abroad Increase L1 Attrition of Speech? The Case of Spaniards in the United Kingdom |
| Autors: Mayr, Robert; Sanchez, David; Mennen, Ineke |
| Any: 2020 Clau: Article |
| Revista: Languages |
| 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: Secure monitoring in IoT-based services via fog orchestration |
| Autors: Viejo, Alexandre; Sanchez, David |
| Any: 2020 Clau: Article |
| Revista: Future Generation Computer Systems-The International Journal Of Escience |
| País: N/D |
| Llibres / Books |
| 2020 | 2021 | 2022 | 2023 | 2024 |
|---|
| Capítols de Llibre / Book chapters |
| 2020 | 2021 | 2022 | 2023 | 2024 |
|---|
| 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 |
| 2020 | 2021 | 2022 | 2023 | 2024 |
|---|
| Patents Sol.licitades / Patents |
| 2020 | 2021 | 2022 | 2023 | 2024 |
|---|
| Congressos / Conferences |
| 2020 | 2021 | 2022 | 2023 | 2024 |
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