Resultats - Sánchez Ruenes, David
Sánchez Ruenes, David
| Tesis Doctorals Dirigides / Theses |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| 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: 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 |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Títol: MemberShield: A framework for federated learning with membership privacy |
| Autors: Ahmed, Faisal; Sanchez, David; Haddi, Zouhair; Domingo-Ferrer, Josep |
| Any: 2025 Clau: Article |
| Revista: Neural Networks |
| País: N/D |
| Títol: DP2Unlearning: An efficient and guaranteed unlearning framework for LLMs |
| Autors: Al Mahmud, Tamim; Jebreel, Najeeb; Domingo-Ferrer, Josep; Sanchez, David |
| Any: 2025 Clau: Article |
| Revista: Neural Networks |
| País: N/D |
| Títol: Digital forgetting in large language models: a survey of unlearning methods |
| Autors: Blanco-Justicia, Alberto; Jebreel, Najeeb; Manzanares-Salor, Benet; Sanchez, David; Domingo-Ferrer, Josep; Collell, Guillem; Eeik Tan, Kuan |
| Any: 2025 Clau: Article |
| Revista: Artificial Intelligence Review |
| País: N/D |
| Títol: Multi-Task Faces (MTF) Data Set: A Legally and Ethically Compliant Collection of Face Images for Various Classification Tasks |
| Autors: Haffar, Rami; Sanchez, David; Domingo-Ferrer, Josep |
| Any: 2025 Clau: Article |
| Revista: Ieee Access |
| País: N/D |
| Títol: Enhancing text anonymization via re-identification risk-based explainability |
| Autors: Manzanares-Salor, Benet; Sanchez, David |
| Any: 2025 Clau: Article |
| Revista: Knowledge-Based Systems |
| País: N/D |
| Títol: Protecting Vulnerable Respondents: A Critical Analysis of the Privacy-Preserving Methods of the 2010 and 2020 Decennial Census |
| Autors: Muralidhar, Krishnamurty; Domingo-Ferrer, Josep; Sanchez, David; Ruggles, Steven |
| Any: 2025 Clau: Article |
| Revista: Population Research And Policy Review |
| País: N/D |
| Títol: Conciliating Privacy and Utility in Data Releases via Individual Differential Privacy and Microaggregation |
| Autors: Soria-Comas J; Sánchez D; Domingo-Ferrer J; Martínez S; Del Vasto-Terrientes L |
| Any: 2025 Clau: Article |
| Revista: Transactions On Data Privacy |
| 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, Benet; Sanchez, David; Lison, Pierre |
| 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: 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 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: 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: 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: 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 |
| Llibres / Books |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Capítols de Llibre / Book chapters |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Títol: Operational optimisation of the main heat rejection unit of CSP plants based on carbon dioxide mixtures |
| Autors: Francesco Crespi; Pablo Rodriguez De Arriba; David Sánchez Ruenes; Lourdes García Rodríguez |
| Any: 2024 Clau: Book Chapters |
| Títol: Mapping the techno-economic potential of next generation CSP plants running on transcritical CO2-based power cycles |
| Autors: Pablo Rodriguez De Arriba; Francesco Crespi; Sara Pace; David Sánchez Ruenes |
| Any: 2024 Clau: Book Chapters |
| 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 |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Patents Sol.licitades / Patents |
| 2021 | 2022 | 2023 | 2024 | 2025 |
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| Congressos / Conferences |
| 2021 | 2022 | 2023 | 2024 | 2025 |
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