A Multi-Criteria Decision Aid Agent Applied to the Selection of the Best Receiver in a Transplant. - Aïda Valls; Antonio Moreno; David Sánchez 001 (ICEIS, 2002)

Provision of agent-based health care services. - Antonio Moreno; David Isern; David Sánchez 001 (AI Commun., 2003)

Knowledge Exploitation from the Web. - David Riaño 001; Antonio Moreno; David Isern; Jaime Bocio; David Sánchez 001; Laureano Jiménez (PAKM, 2004)

Automatic Generation of Taxonomies from the WWW. - David Sánchez 001; Antonio Moreno (PAKM, 2004)

Web Mining Techniques for Automatic Discovery of Medical Knowledge. - David Sánchez 001; Antonio Moreno (AIME, 2005)

Automatic discovery of synonyms and lexicalizations from the Web. - David Sánchez 001; Antonio Moreno (CCIA, 2005)

A Multi-agent System for Distributed Ontology Learning. - David Sánchez 001; Antonio Moreno (EUMAS, 2005)

Development of new techniques to improve Web search. - David Sánchez 001; Antonio Moreno (IJCAI, 2005)

An Agent-Based Knowledge Acquisition Platform. - David Sánchez 001; David Isern; Antonio Moreno (MATES, 2005)

Discovering Non-taxonomic Relations from the Web. - David Sánchez 001; Antonio Moreno (IDEAL, 2006)

Integrated Agent-Based Approach for Ontology-Driven Web Filtering. - David Sánchez 001; David Isern; Antonio Moreno (KES (3), 2006)

Applying Agent Technology to Healthcare: The GruSMA Experience. - Antonio Moreno; Aïda Valls; David Isern; David Sánchez 001 (IEEE Intell. Syst., 2006)

A methodology for knowledge acquisition from the web. - David Sánchez 001; Antonio Moreno (Int. J. Knowl. Based Intell. Eng. Syst., 2006)

An Ontology-Driven Agent-Based Clinical Guideline Execution Engine. - David Isern; David Sánchez 001; Antonio Moreno (AIME, 2007)

Learning Medical Ontologies from the Web. - David Sánchez 001; Antonio Moreno (K4CARE, 2007)

Agents and Clinical Guidelines: Filling the Semantic Gap. - David Isern; David Sánchez 001; Antonio Moreno (CCIA, 2007)

Semantic disambiguation of taxonomies. - David Sánchez 001; Antonio Moreno (CCIA, 2007)

HeCaSe2: A Multi-agent Ontology-Driven Guideline Enactment Engine. - David Isern; David Sánchez 001; Antonio Moreno (CEEMAS, 2007)

Bringing taxonomic structure to large digital libraries. - David Sánchez 001; Antonio Moreno (Int. J. Metadata Semant. Ontologies, 2007)

Home Care Personalisation with Individual Intervention Plans. - David Isern; Antonio Moreno; Gianfranco Pedone; David Sánchez 001; László Z. Varga (K4HelP, 2008)

Unsupervised Web-based Automatic Annotation. - Miquel Millan; David Sánchez 001; Antonio Moreno (STAIRS, 2008)

Pattern-based automatic taxonomy learning from the Web. - David Sánchez 001; Antonio Moreno (AI Commun., 2008)

Learning non-taxonomic relationships from web documents for domain ontology construction. - David Sánchez 001; Antonio Moreno (Data Knowl. Eng., 2008)

Domain ontology learning from the web: an unsupervised, automatic and domain independent approach. - David Sánchez 001 (2008)

Creating Topic Hierarchies for Large Medical Libraries. - David Sánchez 001; Antonio Moreno (KR4HC, 2009)

Seeking Acronym Definitions: a Web-based Approach. - David Sánchez 001; David Isern (CCIA, 2009)

General Purpose Agent-Based Parallel Computing. - David Sánchez 001; David Isern; Ángel Rodríguez-Rozas; Antonio Moreno (IWANN (2), 2009)

Computing Knowledge-Based Semantic Similarity from the Web: An Application to the Biomedical Domain. - David Sánchez 001; Montserrat Batet; Aïda Valls (KSEM, 2009)

Domain Ontology Learning from the Web. - David Sánchez 001 (Knowl. Eng. Rev., 2009)

Semantic Clustering Using Multiple Ontologies. - Montserrat Batet; Aïda Valls; Karina Gibert; David Sánchez 001 (CCIA, 2010)

The Role of Ontologies in the Anonymization of Textual Variables. - Sergio Martínez; David Sánchez 001; Aïda Valls; Montserrat Batet (CCIA, 2010)

Evolutive Content-based Search System - Semantic Search System based on Case-based-Reasoning and Ontology Enrichment. - Manel Elloumi-Chaabene; Nesrine Ben Mustapha; Hajer Baazaoui Zghal; Antonio Moreno; David Sánchez 001 (KDIR, 2010)

Semantic Web Search System Founded on Case-Based Reasoning and Ontology Learning. - Hajer Baazaoui Zghal; Nesrine Ben Mustapha; Manel Elloumi-Chaabene; Antonio Moreno; David Sánchez 001 (IC3K, 2010)

Exploiting Taxonomical Knowledge to Compute Semantic Similarity: An Evaluation in the Biomedical Domain. - Montserrat Batet; David Sánchez 001; Aïda Valls; Karina Gibert (IEA/AIE (1), 2010)

Anonymizing Categorical Data with a Recoding Method Based on Semantic Similarity. - Sergio Martínez; Aïda Valls; David Sánchez 001 (IPMU (2), 2010)

Discovery of Relation Axioms from the Web. - Luis Del Vasto-Terrientes; Antonio Moreno; David Sánchez 001 (KSEM, 2010)

Ontology-Based Anonymization of Categorical Values. - Sergio Martínez; David Sánchez 001; Aïda Valls (MDAI, 2010)

A methodology to learn ontological attributes from the Web. - David Sánchez 001 (Data Knowl. Eng., 2010)

Agents applied in health care: A review. - David Isern; David Sánchez 001; Antonio Moreno (Int. J. Medical Informatics, 2010)

Using ontologies for structuring organizational knowledge in Home Care assistance. - Aïda Valls; Karina Gibert; David Sánchez 001; Montserrat Batet (Int. J. Medical Informatics, 2010)

Web-Based Semantic Similarity: An Evaluation in the Biomedical Domain. - David Sánchez 001; Montserrat Batet; Aïda Valls (Int. J. Softw. Informatics, 2010)

Ontology-driven web-based semantic similarity. - David Sánchez 001; Montserrat Batet; Aïda Valls; Karina Gibert (J. Intell. Inf. Syst., 2010)

An ontology-based record linkage method for textual microdata. - Sergio Martínez; Aïda Valls; David Sánchez 001 (CCIA, 2011)

Ontology-Based Feature Extraction. - Carlos Vicient; David Sánchez 001; Antonio Moreno (Web Intelligence/IAT Workshops, 2011)

Semantic-based Composition of Modular Ontologies Applied to Web Query Reformulation. - Manel Elloumi-Chaabene; Nesrine Ben Mustapha; Hajer Baazaoui Zghal; Antonio Moreno; David Sánchez 001 (ICSOFT (1), 2011)

A Methodology to Discover Semantic Features from Textual Resources. - Carlos Vicient; David Sánchez 001; Antonio Moreno (SMAP, 2011)

Agent-based execution of personalised home care treatments. - David Isern; Antonio Moreno; David Sánchez 001; Ákos Hajnal; Gianfranco Pedone; László Z. Varga (Appl. Intell., 2011)

Automatic extraction of acronym definitions from the Web. - David Sánchez 001; David Isern (Appl. Intell., 2011)

Agent-based platform to support the execution of parallel tasks. - David Sánchez 001; David Isern; Ángel Rodríguez-Rozas; Antonio Moreno (Expert Syst. Appl., 2011)

An ontology-based measure to compute semantic similarity in biomedicine. - Montserrat Batet; David Sánchez 001; Aïda Valls (J. Biomed. Informatics, 2011)

Semantic similarity estimation in the biomedical domain: An ontology-based information-theoretic perspective. - David Sánchez 001; Montserrat Batet (J. Biomed. Informatics, 2011)

Organizational structures supported by agent-oriented methodologies. - David Isern; David Sánchez 001; Antonio Moreno (J. Syst. Softw., 2011)

Content annotation for the semantic web: an automatic web-based approach. - David Sánchez 001; David Isern; Miquel Millan (Knowl. Inf. Syst., 2011)

Ontology-based information content computation. - David Sánchez 001; Montserrat Batet; David Isern (Knowl. Based Syst., 2011)

Towards k-Anonymous Non-numerical Data via Semantic Resampling. - Sergio Martínez; David Sánchez 001; Aïda Valls (IPMU (4), 2012)

Detecting Sensitive Information from Textual Documents: An Information-Theoretic Approach. - David Sánchez 001; Montserrat Batet; Alexandre Viejo (MDAI, 2012)

Using Profiling Techniques to Protect the User's Privacy in Twitter. - Alexandre Viejo; David Sánchez 001; Jordi Castellà-Roca (MDAI, 2012)

Ontology-driven execution of clinical guidelines. - David Isern; David Sánchez 001; Antonio Moreno (Comput. Methods Programs Biomed., 2012)

Semantic adaptive microaggregation of categorical microdata. - Sergio Martínez; David Sánchez 001; Aïda Valls (Comput. Secur., 2012)

Turist@: Agent-based personalised recommendation of tourist activities. - Montserrat Batet; Antonio Moreno; David Sánchez 001; David Isern; Aïda Valls (Expert Syst. Appl., 2012)

Ontology-based semantic similarity: A new feature-based approach. - David Sánchez 001; Montserrat Batet; David Isern; Aïda Valls (Expert Syst. Appl., 2012)

Learning relation axioms from text: An automatic Web-based approach. - David Sánchez 001; Antonio Moreno; Luis Del Vasto-Terrientes (Expert Syst. Appl., 2012)

A New Model to Compute the Information Content of Concepts from Taxonomic Knowledge. - David Sánchez 001; Montserrat Batet (Int. J. Semantic Web Inf. Syst., 2012)

Privacy protection of textual attributes through a semantic-based masking method. - Sergio Martínez; David Sánchez 001; Aïda Valls; Montserrat Batet (Inf. Fusion, 2012)

Enabling semantic similarity estimation across multiple ontologies: An evaluation in the biomedical domain. - David Sánchez 001; Albert Solé-Ribalta; Montserrat Batet; Francesc Serratosa (J. Biomed. Informatics, 2012)

Knowledge-driven delivery of home care services. - Montserrat Batet; David Isern; Lucas Marin; Sergio Martínez; Antonio Moreno; David Sánchez 001; Aïda Valls; Karina Gibert (J. Intell. Inf. Syst., 2012)

Semantically-grounded construction of centroids for datasets with textual attributes. - Sergio Martínez; Aïda Valls; David Sánchez 001 (Knowl. Based Syst., 2012)

Preventing automatic user profiling in Web 2.0 applications. - Alexandre Viejo; David Sánchez 001; Jordi Castellà-Roca (Knowl. Based Syst., 2012)

Detecting Term Relationships to Improve Textual Document Sanitization. - David Sánchez 001; Montserrat Batet; Alexandre Viejo (PACIS, 2013)

Providing useful and private Web search by means of social network profiling. - Alexandre Viejo; David Sánchez 001 (PST, 2013)

Improving the Utility of Differentially Private Data Releases via k-Anonymity. - Jordi Soria-Comas; Josep Domingo-Ferrer; David Sánchez 001; Sergio Martínez (TrustCom/ISPA/IUCC, 2013)

Semantic similarity estimation from multiple ontologies. - Montserrat Batet; David Sánchez 001; Aïda Valls; Karina Gibert (Appl. Intell., 2013)

An automatic approach for ontology-based feature extraction from heterogeneous textualresources. - Carlos Vicient; David Sánchez 001; Antonio Moreno (Eng. Appl. Artif. Intell., 2013)

A semantic similarity method based on information content exploiting multiple ontologies. - David Sánchez 001; Montserrat Batet (Expert Syst. Appl., 2013)

Minimizing the disclosure risk of semantic correlations in document sanitization. - David Sánchez 001; Montserrat Batet; Alexandre Viejo (Inf. Sci., 2013)

Utility preserving query log anonymization via semantic microaggregation. - Montserrat Batet; Arnau Erola; David Sánchez 001; Jordi Castellà-Roca (Inf. Sci., 2013)

Anonymization of nominal data based on semantic marginality. - Josep Domingo-Ferrer; David Sánchez 001; Guillem Rufian-Torrell (Inf. Sci., 2013)

Knowledge-based scheme to create privacy-preserving but semantically-related queries for web search engines. - David Sánchez 001; Jordi Castellà-Roca; Alexandre Viejo (Inf. Sci., 2013)

A semantic framework to protect the privacy of electronic health records with non-numerical attributes. - Sergio Martínez; David Sánchez 001; Aïda Valls (J. Biomed. Informatics, 2013)

Automatic General-Purpose Sanitization of Textual Documents. - David Sánchez 001; Montserrat Batet; Alexandre Viejo (IEEE Trans. Inf. Forensics Secur., 2013)

Semantic Anonymisation of Set-valued Data. - Montserrat Batet; Arnau Erola; David Sánchez 001; Jordi Castellà-Roca (ICAART (1), 2014)

A Semantic Approach for Ontology Evaluation. - Montserrat Batet; David Sánchez 001 (ICTAI, 2014)

Privacy protection of textual medical documents. - Montserrat Batet; David Sánchez 001 (NOMS, 2014)

Improving the Utility of Differential Privacy via Univariate Microaggregation. - David Sánchez 001; Josep Domingo-Ferrer; Sergio Martínez (Privacy in Statistical Databases, 2014)

Distance Computation between Two Private Preference Functions. - Alberto Blanco-Justicia; Josep Domingo-Ferrer; Oriol Farràs; David Sánchez 001 (SEC, 2014)

Utility-preserving sanitization of semantically correlated terms in textual documents. - David Sánchez 001; Montserrat Batet; Alexandre Viejo (Inf. Sci., 2014)

An information theoretic approach to improve semantic similarity assessments across multiple ontologies. - Montserrat Batet; Sébastien Harispe; Sylvie Ranwez; David Sánchez 001; Vincent Ranwez (Inf. Sci., 2014)

Profiling social networks to provide useful and privacy-preserving web search. - Alexandre Viejo; David Sánchez 001 (J. Assoc. Inf. Sci. Technol., 2014)

Utility-preserving privacy protection of textual healthcare documents. - David Sánchez 001; Montserrat Batet; Alexandre Viejo (J. Biomed. Informatics, 2014)

A framework for unifying ontology-based semantic similarity measures: A study in the biomedical domain. - Sébastien Harispe; David Sánchez 001; Sylvie Ranwez; Stefan Janaqi; Jacky Montmain (J. Biomed. Informatics, 2014)

Towards the estimation of feature-based semantic similarity using multiple ontologies. - Albert Solé-Ribalta; David Sánchez 001; Montserrat Batet; Francesc Serratosa (Knowl. Based Syst., 2014)

Enhancing data utility in differential privacy via microaggregation-based k-anonymity. - Jordi Soria-Comas; Josep Domingo-Ferrer; David Sánchez 001; Sergio Martínez (VLDB J., 2014)

Ontology Selection for Semantic Similarity Assessment. - Montserrat Batet; David Sánchez 001 (ICAART (2), 2015)

Privacy Risk Assessment of Textual Publications in Social Networks. - David Sánchez 001; Alexandre Viejo (ICAART (1), 2015)

Co-utility: Conciliating Individual Freedom and Common Good in the Crowd Based Business Model. - Abeba Nigussie Turi; Josep Domingo-Ferrer; David Sánchez 001; Dritan Osmani (ICEBE, 2015)

Semantic Noise: Privacy-Protection of Nominal Microdata through Uncorrelated Noise Addition. - Mercedes Rodriguez-Garcia; Montserrat Batet; David Sánchez 001 (ICTAI, 2015)

Ontology-Based Delegation of Access Control: An Enhancement to the XACML Delegation Profile. - Malik Imran Daud; David Sánchez 001; Alexandre Viejo (TrustBus, 2015)

Supplementary Materials for "How to Avoid Reidentification with Proper Anonymization". - David Sánchez 001; Sergio Martínez; Josep Domingo-Ferrer (CoRR, 2015)

Semantic variance: An intuitive measure for ontology accuracy evaluation. - David Sánchez 001; Montserrat Batet; Sergio Martínez; Josep Domingo-Ferrer (Eng. Appl. Artif. Intell., 2015)

t-Closeness through Microaggregation: Strict Privacy with Enhanced Utility Preservation. - Jordi Soria-Comas; Josep Domingo-Ferrer; David Sánchez 001; Sergio Martínez (IEEE Trans. Knowl. Data Eng., 2015)

Contributions on Semantic Similarity and Its Applications to Data Privacy. - Montserrat Batet; David Sánchez 001 (Advanced Research in Data Privacy, 2015)

Semantic Anonymisation of Categorical Datasets. - Sergio Martínez; Aïda Valls; David Sánchez 001 (Advanced Research in Data Privacy, 2015)

Ontology-based Access Control Management: Two Use Cases. - Malik Imran Daud; David Sánchez 001; Alexandre Viejo (ICAART (1), 2016)

Intrusion Detection and Attack Tolerance for Cloud Environments: The CLARUS Approach. - Georges Ouffoue; Antonio M. Ortiz; Ana R. Cavalli; Wissam Mallouli; Josep Domingo-Ferrer; David Sánchez 001; Fatiha Zaïdi (ICDCS Workshops, 2016)

Improving Semantic Relatedness Assessments: Ontologies Meet Textual Corpora. - Montserrat Batet; David Sánchez 001 (KES, 2016)

Evaluating the Suitability of Web Search Engines as Proxies for Knowledge Discovery from the Web. - Laura Martínez-Sanahuja; David Sánchez 001 (KES, 2016)

Privacy-Preserving Cloud-Based Statistical Analyses on Sensitive Categorical Data. - Sara Ricci; Josep Domingo-Ferrer; David Sánchez 001 (MDAI, 2016)

Perturbative Data Protection of Multivariate Nominal Datasets. - Mercedes Rodriguez-Garcia; David Sánchez 001; Montserrat Batet (PSD, 2016)

Privacy-driven access control in social networks by means of automatic semantic annotation. - Malik Imran Daud; David Sánchez 001; Alexandre Viejo (Comput. Commun., 2016)

Enforcing transparent access to private content in social networks by means of automatic sanitization. - Alexandre Viejo; David Sánchez 001 (Expert Syst. Appl., 2016)

Utility-preserving differentially private data releases via individual ranking microaggregation. - David Sánchez 001; Josep Domingo-Ferrer; Sergio Martínez; Jordi Soria-Comas (Inf. Fusion, 2016)

Self-enforcing protocols via co-utile reputation management. - Josep Domingo-Ferrer; Oriol Farràs; Sergio Martínez; David Sánchez 001; Jordi Soria-Comas (Inf. Sci., 2016)

C-sanitized: A privacy model for document redaction and sanitization. - David Sánchez 001; Montserrat Batet (J. Assoc. Inf. Sci. Technol., 2016)

Co-utility - Self-enforcing collaborative protocols with mutual help. - Josep Domingo-Ferrer; David Sánchez 001; Jordi Soria-Comas (Prog. Artif. Intell., 2016)

Database Anonymization: Privacy Models, Data Utility, and Microaggregation-based Inter-model Connections - Josep Domingo-Ferrer; David Sánchez 001; Jordi Soria-Comas (Database Anonymization, 2016)

Using Searchable Encryption for Privacy-Aware Orchestrated Web Service Composition. - Imen Khabou; Mohsen Rouached; Alexandre Viejo; David Sánchez 001 (CIS, 2017)

Privacy-preserving data outsourcing in the cloud via semantic data splitting. - David Sánchez 001; Montserrat Batet (Comput. Commun., 2017)

Toward sensitive document release with privacy guarantees. - David Sánchez 001; Montserrat Batet (Eng. Appl. Artif. Intell., 2017)

Co-Utility: Self-Enforcing protocols for the mutual benefit of participants. - Josep Domingo-Ferrer; Sergio Martínez; David Sánchez 001; Jordi Soria-Comas (Eng. Appl. Artif. Intell., 2017)

A semantic framework for noise addition with nominal data. - Mercedes Rodriguez-Garcia; Montserrat Batet; David Sánchez 001 (Knowl. Based Syst., 2017)

Personalized privacy in open data sharing scenarios. - David Sánchez 001; Alexandre Viejo (Online Inf. Rev., 2017)

Individual Differential Privacy: A Utility-Preserving Formulation of Differential Privacy Guarantees. - Jordi Soria-Comas; Josep Domingo-Ferrer; David Sánchez 001; David Megías 001 (IEEE Trans. Inf. Forensics Secur., 2017)

Privacy-preserving and advertising-friendly web surfing. - David Sánchez 001; Alexandre Viejo (Comput. Commun., 2018)

How to Avoid Reidentification with Proper Anonymization. - David Sánchez 001; Sergio Martínez; Josep Domingo-Ferrer (CoRR, 2018)

Privacy-Preserving Orchestrated Web Service Composition with Untrusted Brokers. - Imen Khabou; Mohsen Rouached; Alexandre Viejo; David Sánchez 001 (Int. J. Inf. Technol. Web Eng., 2018)

Survey and evaluation of web search engine hit counts as research tools in computational linguistics. - David Sánchez 001; Laura Martínez-Sanahuja; Montserrat Batet (Inf. Syst., 2018)

A semantic-preserving differentially private method for releasing query logs. - David Sánchez 001; Montserrat Batet; Alexandre Viejo; Mercedes Rodriguez-Garcia; Jordi Castellà-Roca (Inf. Sci., 2018)

Co-utile disclosure of private data in social networks. - David Sánchez 001; Josep Domingo-Ferrer; Sergio Martínez (Inf. Sci., 2018)

Semantic Disclosure Control: semantics meets data privacy. - Montserrat Batet; David Sánchez 001 (Online Inf. Rev., 2018)

ReCRF: Spanish Medical Document Anonymization using Automatically-crafted Rules and CRF. - Fadi Hassan; Mohammed Jabreel; Najlaa Maaroof; David Sánchez 001; Josep Domingo-Ferrer; Antonio Moreno (IberLEF@SEPLN, 2019)

E2EJ: Anonymization of Spanish Medical Records using End-to-End Joint Neural Networks. - Mohammed Jabreel; Fadi Hassan; Najlaa Maaroof; David Sánchez 001; Josep Domingo-Ferrer; Antonio Moreno (IberLEF@SEPLN, 2019)

Automatic Anonymization of Textual Documents: Detecting Sensitive Information via Word Embeddings. - Fadi Hassan; David Sánchez 001; Jordi Soria-Comas; Josep Domingo-Ferrer (TrustCom/BigDataSE, 2019)

Secure and privacy-preserving orchestration and delivery of fog-enabled IoT services. - Alexandre Viejo; David Sánchez 001 (Ad Hoc Networks, 2019)

Privacy-preserving cloud computing on sensitive data: A survey of methods, products and challenges. - Josep Domingo-Ferrer; Oriol Farràs; Jordi Ribes-González; David Sánchez 001 (Comput. Commun., 2019)

Utility-preserving privacy protection of nominal data sets via semantic rank swapping. - Mercedes Rodriguez-Garcia; Montserrat Batet; David Sánchez 001 (Inf. Fusion, 2019)

Co-Utile Peer-to-Peer Decentralized Computing. - Josep Domingo-Ferrer; Alberto Blanco-Justicia; David Sánchez 001; Najeeb Jebreel (CCGRID, 2020)

Fair Detection of Poisoning Attacks in Federated Learning. - Ashneet Khandpur Singh; Alberto Blanco-Justicia; Josep Domingo-Ferrer; David Sánchez 001; David Rebollo-Monedero (ICTAI, 2020)

Explaining Misclassification and Attacks in Deep Learning via Random Forests. - Rami Haffar; Josep Domingo-Ferrer; David Sánchez 001 (MDAI, 2020)

Efficient Detection of Byzantine Attacks in Federated Learning Using Last Layer Biases. - Najeeb Jebreel; Alberto Blanco-Justicia; David Sánchez 001; Josep Domingo-Ferrer (MDAI, 2020)

Detecting Bad Answers in Survey Data Through Unsupervised Machine Learning. - Najeeb Moharram Jebreel; Rami Haffar; Ashneet Khandpur Singh; David Sánchez 001; Josep Domingo-Ferrer; Alberto Blanco-Justicia (PSD, 2020)

Tumor Entity Recognition and Coding for Spanish Electronic Health Records. - Fadi Hassan; David Sánchez 001; Josep Domingo-Ferrer (IberLEF@SEPLN, 2020)

Leveraging synonymy and polysemy to improve semantic similarity assessments based on intrinsic information content. - Montserrat Batet; David Sánchez 001 (Artif. Intell. Rev., 2020)

µ-ANT: semantic microaggregation-based anonymization tool. - David Sánchez 001; Sergio Martínez; Josep Domingo-Ferrer; Jordi Soria-Comas; Montserrat Batet (Bioinform., 2020)

Secure monitoring in IoT-based services via fog orchestration. - Alexandre Viejo; David Sánchez 001 (Future Gener. Comput. Syst., 2020)

Comprehensive Simulation of a Software Project Throughout Several Subjects. - Maria Ferre; Carlos García-Barroso; Montse García-Famoso; David Sánchez 001; Aïda Valls (Rev. Iberoam. de Tecnol. del Aprendiz., 2020)

Outsourcing analyses on privacy-protected multivariate categorical data stored in untrusted clouds. - Josep Domingo-Ferrer; David Sánchez 001; Sara Ricci; Mónica Muñoz-Batista (Knowl. Inf. Syst., 2020)

Machine learning explainability via microaggregation and shallow decision trees. - Alberto Blanco-Justicia; Josep Domingo-Ferrer; Sergio Martínez; David Sánchez 001 (Knowl. Based Syst., 2020)

Anonymisation Models for Text Data: State of the art, Challenges and Future Directions. - Pierre Lison; Ildikó Pilán; David Sánchez 001; Montserrat Batet; Lilja Øvrelid (ACL/IJCNLP (1), 2021)

Explaining Image Misclassification in Deep Learning via Adversarial Examples. - Rami Haffar; Najeeb Moharram Jebreel; Josep Domingo-Ferrer; David Sánchez 001 (MDAI, 2021)

The limits of differential privacy (and its misuse in data release and machine learning). - Josep Domingo-Ferrer; David Sánchez 001; Alberto Blanco-Justicia (Commun. ACM, 2021)

Achieving security and privacy in federated learning systems: Survey, research challenges and future directions. - Alberto Blanco-Justicia; Josep Domingo-Ferrer; Sergio Martínez; David Sánchez 001; Adrian Flanagan; Kuan Eeik Tan (Eng. Appl. Artif. Intell., 2021)

A large reproducible benchmark of ontology-based methods and word embeddings for word similarity. - Juan J. Lastra-Díaz; Josu Goikoetxea; Mohamed Ali Hadj Taieb; Ana García-Serrano; Mohamed Ben Aouicha; Eneko Agirre; David Sánchez 001 (Inf. Syst., 2021)

Privacy protection of user profiles in online search via semantic randomization. - Mercedes Rodriguez-Garcia; Montserrat Batet; David Sánchez 001; Alexandre Viejo (Knowl. Inf. Syst., 2021)

Automatic Evaluation of Disclosure Risks of Text Anonymization Methods. - Benet Manzanares-Salor; David Sánchez 001; Pierre Lison (PSD, 2022)

The Text Anonymization Benchmark (TAB): A Dedicated Corpus and Evaluation Framework for Text Anonymization. - Ildikó Pilán; Pierre Lison; Lilja Øvrelid; Anthi Papadopoulou; David Sánchez 001; Montserrat Batet (Comput. Linguistics, 2022)

Decentralized k-anonymization of trajectories via privacy-preserving tit-for-tat. - Josep Domingo-Ferrer; Sergio Martínez; David Sánchez 001 (Comput. Commun., 2022)

Defending against the Label-flipping Attack in Federated Learning. - Najeeb Moharram Jebreel; Josep Domingo-Ferrer; David Sánchez 001; Alberto Blanco-Justicia (CoRR, 2022)

Secure and Privacy-Preserving Federated Learning via Co-Utility. - Josep Domingo-Ferrer; Alberto Blanco-Justicia; Jesús A. Manjón; David Sánchez 001 (IEEE Internet Things J., 2022)

Generating Deep Learning Model-Specific Explanations at the End User's Side. - Rami Haffar; Najeeb Jebreel; David Sánchez 001; Josep Domingo-Ferrer (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2022)

Explaining predictions and attacks in federated learning via random forests. - Rami Haffar; David Sánchez 001; Josep Domingo-Ferrer (Appl. Intell., 2023)

A Critical Review on the Use (and Misuse) of Differential Privacy in Machine Learning. - Alberto Blanco-Justicia; David Sánchez 001; Josep Domingo-Ferrer; Krishnamurty Muralidhar (ACM Comput. Surv., 2023)

Utility-Preserving Privacy Protection of Textual Documents via Word Embeddings. - Fadi Hassan; David Sánchez 001; Josep Domingo-Ferrer (IEEE Trans. Knowl. Data Eng., 2023)

Secure, accurate and privacy-aware fully decentralized learning via co-utility. - Jesús A. Manjón; Josep Domingo-Ferrer; David Sánchez 001; Alberto Blanco-Justicia (Comput. Commun., 2023)

GLOR-FLEX: Local to Global Rule-Based EXplanations for Federated Learning. - Rami Haffar; Francesca Naretto; David Sánchez 001; Anna Monreale; Josep Domingo-Ferrer (FUZZ, 2024)

An Examination of the Alleged Privacy Threats of Confidence-Ranked Reconstruction of Census Microdata. - David Sánchez 001; Najeeb Jebreel; Krishnamurty Muralidhar; Josep Domingo-Ferrer; Alberto Blanco-Justicia (PSD, 2024)

Truthful Text Sanitization Guided by Inference Attacks. - Ildikó Pilán; Benet Manzanares-Salor; David Sánchez 001; Pierre Lison (CoRR, 2024)

LFighter: Defending against the label-flipping attack in federated learning. - Najeeb Moharram Jebreel; Josep Domingo-Ferrer; David Sánchez 001; Alberto Blanco-Justicia (Neural Networks, 2024)

Enhanced Security and Privacy via Fragmented Federated Learning. - Najeeb Moharram Jebreel; Josep Domingo-Ferrer; Alberto Blanco-Justicia; David Sánchez 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Evaluating the disclosure risk of anonymized documents via a machine learning-based re-identification attack. - Benet Manzanares-Salor; David Sánchez 001; Pierre Lison (Data Min. Knowl. Discov., 2024)

Federated learning-based natural language processing: a systematic literature review. - Younas Khan; David Sánchez 001; Josep Domingo-Ferrer (Artif. Intell. Rev., 2024)

Privacy- & Utility-Preserving Data Releases over Fragmented Data Using Individual Differential Privacy. - Luis Del Vasto-Terrientes; Sergio Martínez; David Sánchez 001 (ICISSP (2), 2025)

Defenses Against Membership Inference Attacks on Unlearned Data. - Josep Domingo-Ferrer; Najeeb Jebreel; David Sánchez 001 (MDAI, 2025)

Multi-Task Faces (MTF) Data Set: A Legally and Ethically Compliant Collection of Face Images for Various Classification Tasks. - Rami Haffar; David Sánchez 001; Josep Domingo-Ferrer (IEEE Access, 2025)

Enhancing efficiency and data utility in longitudinal data anonymization. - Fatemeh Amiri; David Sánchez 001; Josep Domingo-Ferrer (Inf. Sci., 2025)

Enhancing text anonymization via re-identification risk-based explainability. - Benet Manzanares-Salor; David Sánchez 001 (Knowl. Based Syst., 2025)

MemberShield: A framework for federated learning with membership privacy. - Faisal Ahmed; David Sánchez 001; Zouhair Haddi; Josep Domingo-Ferrer (Neural Networks, 2025)

DP2Unlearning: An efficient and guaranteed unlearning framework for LLMs. - Tamim Al Mahmud; Najeeb Jebreel; Josep Domingo-Ferrer; David Sánchez 001 (Neural Networks, 2025)

Unlearning in Large Language Models: We Are Not There Yet. - Alberto Blanco-Justicia; Josep Domingo-Ferrer; Najeeb Moharram Jebreel; Benet Manzanares-Salor; David Sánchez 001 (Computer, 2025)

Conciliating Privacy and Utility in Data Releases via Individual Differential Privacy and Microaggregation. - Jordi Soria-Comas; David Sánchez 001; Josep Domingo-Ferrer; Sergio Martínez; Luis Del Vasto-Terrientes (Trans. Data Priv., 2025)

Digital forgetting in large language models: a survey of unlearning methods. - Alberto Blanco-Justicia; Najeeb Jebreel; Benet Manzanares-Salor; David Sánchez 001; Josep Domingo-Ferrer; Guillem Collell; Kuan Eeik Tan (Artif. Intell. Rev., 2025)

Efficient Unlearning with Privacy Guarantees. - Josep Domingo-Ferrer; Najeeb Jebreel; David Sánchez 001 (CoRR, 2025)