Resultats - Sánchez Ruenes, David
Sánchez Ruenes, David
| Tesis Doctorals Dirigides / Theses |
| 2022 | 2023 | 2024 | 2025 | 2026 |
|---|
| Títol: Evaluation and Enhancement of Text Anonymization with Language Models |
| Autor: Manzanares Salor, Benet |
| Director: Sánchez Ruenes, David |
| Universitat: N/D |
| Any: 2026 |
| País: N/D |
| Títol: AI-Based Utility-Preserving Face Image Anonymization |
| Autor: Khan, Younas |
| Director: Sánchez Ruenes, David; Domingo Ferrer, Josep |
| Universitat: N/D |
| Any: 2025 |
| 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 |
| Publicacions en Revista / Papers |
| 2022 | 2023 | 2024 | 2025 | 2026 |
|---|
| Títol: A comparative analysis, enhancement and evaluation of text anonymization with pre-trained Large Language Models |
| Autors: Manzanares-Salor, B; Sánchez, D |
| Any: 2026 Clau: Article |
| Revista: EXPERT SYSTEMS WITH APPLICATIONS |
| País: N/D |
| Títol: MemberShield: A framework for federated learning with membership privacy |
| Autors: Ahmed, F; Sánchez, D; Haddi, Z; Domingo-Ferrer, J |
| Any: 2025 Clau: Article |
| Revista: NEURAL NETWORKS |
| País: N/D |
| Títol: DP2Unlearning: An efficient and guaranteed unlearning framework for LLMs |
| Autors: Al Mahmud, T; Jebreel, N; Domingo-Ferrer, J; Sánchez, D |
| Any: 2025 Clau: Article |
| Revista: NEURAL NETWORKS |
| País: N/D |
| Títol: Enhancing efficiency and data utility in longitudinal data anonymization |
| Autors: Amiri, F; Sánchez, D; Domingo-Ferrer, J |
| Any: 2025 Clau: Article |
| Revista: INFORMATION SCIENCES |
| País: N/D |
| Títol: Digital forgetting in large language models: a survey of unlearning methods |
| Autors: Blanco-Justicia, A; Jebreel, N; Manzanares-Salor, B; Sánchez, D; Domingo-Ferrer, J; Collell, G; Tan, KE |
| Any: 2025 Clau: Article |
| Revista: ARTIFICIAL INTELLIGENCE REVIEW |
| País: N/D |
| Títol: Explainability-Driven Incremental Image Anonymization |
| Autors: Haffar, R; Sanchez, D; Khan, Y; Domingo-Ferrer, J |
| Any: 2025 Clau: Article |
| Revista: Transactions on Data Privacy |
| 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, R; Sánchez, D; Domingo-Ferrer, J |
| Any: 2025 Clau: Article |
| Revista: IEEE Access |
| País: N/D |
| Títol: Enhancing text anonymization via re-identification risk-based explainability |
| Autors: Manzanares-Salor, B; Sánchez, D |
| 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, K; Domingo-Ferrer, J; Sánchez, D; Ruggles, S |
| Any: 2025 Clau: Article |
| Revista: POPULATION RESEARCH AND POLICY REVIEW |
| País: N/D |
| Títol: Truthful text sanitization guided by inference attacks |
| Autors: Pilán, I; Manzanares-Salor, B; Sánchez, D; Lison, P |
| Any: 2025 Clau: Article |
| Revista: APPLIED SOFT COMPUTING |
| País: N/D |
| Títol: Conciliating Privacy and Utility in Data Releases via Individual Differential Privacy and Microaggregation |
| Autors: Soria-Comas, Jordi; Sanchez, David; Domingo-Ferrer, Josep; Martinez, Sergio; Del Vasto-Terrientes, Luis |
| Any: 2025 Clau: Article |
| Revista: Transactions on Data Privacy |
| País: N/D |
| Títol: Differential Privacy in Practice: Lessons Learned From 10 Years of Real-World Applications |
| Autors: Vasto-Terrientes LD; Sanchez D; Domingo-Ferrer J |
| Any: 2025 Clau: Article |
| Revista: IEEE SECURITY & PRIVACY |
| País: N/D |
| Títol: Enhanced Security and Privacy via Fragmented Federated Learning |
| Autors: Jebreel, NM; Domingo-Ferrer, J; Blanco-Justicia, A; Sánchez, D |
| 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, NM; Domingo-Ferrer, J; Snáchez, D; Blanco-Justicia, A |
| Any: 2024 Clau: Article |
| Revista: NEURAL NETWORKS |
| País: N/D |
| Títol: Federated learning-based natural language processing: a systematic literature review |
| Autors: Khan, Y; Sánchez, D; Domingo-Ferrer, J |
| 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, A; Sánchez, D; Domingo-Ferrer, J; Muralidhar, K |
| Any: 2023 Clau: Review |
| 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: Secure and Privacy-Preserving Federated Learning via Co-Utility |
| Autors: Domingo-Ferrer, J; Blanco-Justicia, A; Manjón, J; Sánchez, 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; Martinez, S; Sanchez, 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; 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: Pilán, I; Lison, P; Ovrelid, L; Papadopoulou, A; Sánchez, D; Batet, M |
| Any: 2022 Clau: Article |
| Revista: COMPUTATIONAL LINGUISTICS |
| País: N/D |
| Llibres / Books |
| 2022 | 2023 | 2024 | 2025 | 2026 |
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| Capítols de Llibre / Book chapters |
| 2022 | 2023 | 2024 | 2025 | 2026 |
|---|
| 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 |
| Altres Documents / Other documents |
| 2022 | 2023 | 2024 | 2025 | 2026 |
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| Patents Sol.licitades / Patents |
| 2022 | 2023 | 2024 | 2025 | 2026 |
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| Congressos / Conferences |
| 2022 | 2023 | 2024 | 2025 | 2026 |
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