| 2025 | DBSEC | Blockchain-Enhanced User Consent for GDPR-Compliant Real-Time Bidding. | Cristfol Daudn-Esmel, Jordi Castell-Roca, Alexandre Viejo, Vicen Torra |
| 2025 | ESORICS | Using Prior Knowledge to Improve GANs for Tabular Data Without Compromising Privacy. | Sonakshi Garg, Marcel Neunhoeffer, Jrg Drechsler, Vicen Torra |
| 2025 | EUSFLAT | A Study of the Fuzzy Differential Entropy. | Zuzana Ontkovicov, Vicen Torra |
| 2025 | ICISSP | Improving Locally Differentially Private Graph Statistics Through Sparseness-Preserving Noise-Graph Addition. | Sudipta Paul, Julin Salas, Vicen Torra |
| 2025 | SECRYPT | Privacy-Enhancing Federated Time-Series Forecasting: A Microaggregation-Based Approach. | Sargam Gupta, Vicen Torra |
| 2024 | ESORICS | Task-Specific Knowledge Distillation with Differential Privacy in LLMs. | Sonakshi Garg, Vicen Torra |
| 2024 | ESORICS | Exploring Distribution Learning of Synthetic Data Generators for Manifolds. | Sonakshi Garg, Vicen Torra |
| 2024 | MDAI | The Past and Future of Fuzzy Measures and Fuzzy Integrals - -In Memory of Prof. Michio Sugeno. | Yasuo Narukawa, Katsushige Fujimoto, Vicen Torra, Zuzana Ontkovicov |
| 2024 | PSD | DISCOLEAF: Personalized DIScretization of COntinuous Attributes for LEArning with Federated Decision Trees. | Saloni Kwatra, Vicen Torra |
| 2024 | PSD | Attribute Disclosure Risk in Smart Meter Data. | Guillermo Navarro-Arribas, Vicen Torra |
| 2024 | SEC | Can Synthetic Data Preserve Manifold Properties? | Sonakshi Garg, Vicen Torra |
| 2024 | SECRYPT | Explainability and Privacy-Preserving Data-Driven Models. | Vicen Torra |
| 2023 | DEXA | Integrally Private Model Selection for Deep Neural Networks. | Ayush K. Varshney, Vicen Torra |
| 2023 | ESORICS | Differentially Private Traffic Flow Prediction Using Transformers: A Federated Approach. | Sargam Gupta, Vicen Torra |
| 2023 | ESORICS | Integrally Private Model Selection for Support Vector Machine. | Saloni Kwatra, Ayush K. Varshney, Vicen Torra |
| 2023 | EUSFLAT | Measuring the Distance Between Machine Learning Models Using F-Space. | Mariam Taha, Vicen Torra |
| 2023 | MDAI | Logic Aggregators and Their Implementations. | Jozo Dujmovic, Vicen Torra |
| 2023 | MDAI | Differentially Private Graph Publishing Through Noise-Graph Addition. | Julin Salas, Vladimiro Gonzlez-Zelaya, Vicen Torra, David Megas |
| 2023 | SECRYPT | Privacy Protection of Synthetic Smart Grid Data Simulated via Generative Adversarial Networks. | Kayode S. Adewole, Vicen Torra |
| 2023 | SECRYPT | K-Anonymous Privacy Preserving Manifold Learning. | Sonakshi Garg, Vicen Torra |
| 2023 | SECRYPT | Δ SFL: (Decoupled Server Federated Learning) to Utilize DLG Attacks in Federated Learning by Decoupling the Server. | Sudipta Paul, Vicen Torra |
| 2022 | DEXA | Privacy Issues in Smart Grid Data: From Energy Disaggregation to Disclosure Risk. | Kayode Sakariyah Adewole, Vicen Torra |
| 2022 | ESORICS | Towards Measuring Fairness for Local Differential Privacy. | Julin Salas, Vicen Torra, David Megas |
| 2022 | PSD | Towards Integrally Private Clustering: Overlapping Clusters for High Privacy Guarantees. | Vicen Torra |
| 2021 | ESORICS | A k-Anonymised Federated Learning Framework with Decision Trees. | Saloni Kwatra, Vicen Torra |
| 2021 | ICAISC | Genetic Algorithms in Data Masking: Towards Privacy as a Service. | Noel Hendrick, Vicen Torra |
| 2021 | SECRYPT | Systematic Evaluation of Probabilistic k-Anonymity for Privacy Preserving Micro-data Publishing and Analysis. | Navoda Senavirathne, Vicen Torra |
| 2020 | PSD | Explaining Recurrent Machine Learning Models: Integral Privacy Revisited. | Vicen Torra, Guillermo Navarro-Arribas, Edgar Galvn |
| 2020 | TrustCom | On the Role of Data Anonymization in Machine Learning Privacy. | Navoda Senavirathne, Vicen Torra |
| 2019 | ESORICS | Integral Privacy Compliant Statistics Computation. | Navoda Senavirathne, Vicen Torra |
| 2019 | ESORICS | Graph Perturbation as Noise Graph Addition: A New Perspective for Graph Anonymization. | Vicen Torra, Julin Salas |
| 2019 | MDAI | Derivative for Discrete Choquet Integrals. | Yasuo Narukawa, Vicen Torra |
| 2019 | MDAI | Towards an Adaptive Defuzzification: Using Numerical Choquet Integral. | Vicen Torra, Joaqun Garca-Alfaro |
| 2018 | ESORICS | A General Algorithm for k-anonymity on Dynamic Databases. | Julin Salas, Vicen Torra |
| 2018 | ESORICS | Probabilistic Metric Spaces for Privacy by Design Machine Learning Algorithms: Modeling Database Changes. | Vicen Torra, Guillermo Navarro-Arribas |
| 2018 | MDAI | Learning Fuzzy Measures for Aggregation in Fuzzy Rule-Based Models. | Emran Saleh, Ada Valls, Antonio Moreno, Pedro Romero-Aroca, Vicen Torra, Humberto Bustince |
| 2018 | PSD | SwapMob: Swapping Trajectories for Mobility Anonymization. | Julin Salas, David Megas, Vicen Torra |
| 2018 | PST | Approximating Robust Linear Regression With An Integral Privacy Guarantee. | Navoda Senavirathne, Vicen Torra |
| 2017 | MDAI | Provenance and Privacy. | Vicen Torra, Guillermo Navarro-Arribas, David Sanchez-Charles, Victor Munts-Mulero |
| 2016 | CANS | Integral Privacy. | Vicen Torra, Guillermo Navarro-Arribas |
| 2016 | MDAI | Partial Domain Theories for Privacy. | Eva Armengol, Vicen Torra |
| 2015 | EDBT | Transparency and Disclosure Risk in Data Privacy. | Vicen Torra |
| 2015 | EUSFLAT | On the selection of m for Fuzzy c-Means. | Vicen Torra |
| 2015 | IWANN | On Fuzzy c -Means and Membership Based Clustering. | Vicen Torra |
| 2015 | MDAI | Generalization-Based k-Anonymization. | Eva Armengol, Vicen Torra |
| 2014 | FUSION | Comparing fuzzy measures through their Mbius transform. | Vicen Torra, Yasuo Narukawa, Daniel Abril |
| 2014 | IPMU | Choquet Integral on Multisets. | Yasuo Narukawa, Vicen Torra |
| 2014 | MDAI | Rank Swapping for Stream Data. | Guillermo Navarro-Arribas, Vicen Torra |
| 2014 | PSD | JPEG-Based Microdata Protection. | Javier Jimnez, Guillermo Navarro-Arribas, Vicen Torra |
| 2013 | ESORICS | Dynamic Anonymous Index for Confidential Data. | Guillermo Navarro-Arribas, Daniel Abril, Vicen Torra |
| 2013 | EUSFLAT | Hellinger distance for fuzzy measures. | Vicen Torra, Yasuo Narukawa, Michio Sugeno, Michael Carlson |
| 2013 | MDAI | Analyzing the Impact of Edge Modifications on Networks. | Jordi Casas-Roma, Jordi Herrera-Joancomart, Vicen Torra |
| 2013 | PST | A self-adaptive classification for the dissociating privacy agent. | Marc Jurez, Vicen Torra |
| 2013 | SAC | Towards a private vector space model for confidential documents. | Daniel Abril, Guillermo Navarro-Arribas, Vicen Torra |
| 2012 | EDBT | An evolutionary optimization approach for categorical data protection. | Jordi Mars, Vicen Torra |
| 2012 | EDBT | n-confusion: a generalization of k-anonymity. | Klara Stokes, Vicen Torra |
| 2012 | MDAI | Comparing Random-Based and k-Anonymity-Based Algorithms for Graph Anonymization. | Jordi Casas-Roma, Jordi Herrera-Joancomart, Vicen Torra |
| 2012 | MDAI | Heuristic Supervised Approach for Record Linkage. | Javier Murillo, Daniel Abril, Vicen Torra |
| 2012 | PSD | Clustering-Based Categorical Data Protection. | Jordi Mars, Vicen Torra |
| 2011 | EUSFLAT | Fuzzy methods for database protection. | Vicen Torra, Daniel Abril, Guillermo Navarro-Arribas |
| 2011 | MDAI | On the Declassification of Confidential Documents. | Daniel Abril, Guillermo Navarro-Arribas, Vicen Torra |
| 2011 | MDAI | Fuzzy Measures and Comonotonicity on Multisets. | Yasuo Narukawa, Klara Stokes, Vicen Torra |
| 2011 | MDAI | A Comparison of Two Different Types of Online Social Network from a Data Privacy Perspective. | David F. Nettleton, Diego Sez-Trumper, Vicen Torra |
| 2010 | ESORICS | Towards Knowledge Intensive Data Privacy. | Vicen Torra |
| 2010 | ICAISC | Particle Swarm Optimization for Container Loading of Nonorthogonal Objects. | Isaac Cano, Vicen Torra |
| 2010 | ICAISC | I-Fuzzy Partitions for Representing Clustering Uncertainties. | Vicen Torra, Ji-Hee Min |
| 2010 | MDAI | Towards Semantic Microaggregation of Categorical Data for Confidential Documents. | Daniel Abril, Guillermo Navarro-Arribas, Vicen Torra |
| 2010 | MDAI | A Bibliometric Index Based on Collaboration Distances. | Maria Bras-Amors, Josep Domingo-Ferrer, Vicen Torra |
| 2010 | MDAI | Using Classification Methods to Evaluate Attribute Disclosure Risk. | Jordi Nin, Javier Herranz, Vicen Torra |
| 2010 | PSD | Semantic Microaggregation for the Anonymization of Query Logs. | Arnau Erola, Jordi Castell-Roca, Guillermo Navarro-Arribas, Vicen Torra |
| 2010 | PSD | PRAM Optimization Using an Evolutionary Algorithm. | Jordi Mars, Vicen Torra |
| 2009 | CIKM | A new framework to automate constrained microaggregation. | Isaac Cano, Guillermo Navarro-Arribas, Vicen Torra |
| 2009 | COMPSAC | Computing Reputation for Collaborative Private Networks. | Jordi Nin, Barbara Carminati, Elena Ferrari, Vicen Torra |
| 2009 | ESORICS | Distributed Privacy-Preserving Methods for Statistical Disclosure Control. | Javier Herranz, Jordi Nin, Vicen Torra |
| 2009 | EUSFLAT | Distorted Probabilities and m-Separable Fuzzy Measures. | Yasuo Narukawa, Vicen Torra |
| 2009 | EUSFLAT | Continuous OWA Operator and its Calculation. | Yasuo Narukawa, Vicen Torra |
| 2009 | EUSFLAT | On the Use of Aggregation Operators for Location Privacy. | Ada Valls, Jordi Nin, Vicen Torra |
| 2008 | EDBT | Attribute selection in multivariate microaggregation. | Jordi Nin, Javier Herranz, Vicen Torra |
| 2008 | GRC | On the Evaluation of Record Linkage: A Proposal using Fuzzy Clustering. | Vicen Torra, Javier Jimnez |
| 2008 | MDAI | Choquet Stieltjes Integral, Losonczi's Means and OWA Operators. | Vicen Torra, Yasuo Narukawa |
| 2008 | PSD | Towards a More Realistic Disclosure Risk Assessment. | Jordi Nin, Javier Herranz, Vicen Torra |
| 2007 | MDAI | Multidimensional Fuzzy Integrals. | Yasuo Narukawa, Vicen Torra |
| 2007 | MDAI | A Multicriteria Fuzzy System Using Residuated Implication Operators and Fuzzy Arithmetic. | Sandra A. Sandri, Christophe Sibertin-Blanc, Vicen Torra |
| 2006 | MDAI | Non-monotonic Fuzzy Measures and Intuitionistic Fuzzy Sets. | Yasuo Narukawa, Vicen Torra |
| 2006 | MDAI | New Approach to the Re-identification Problem Using Neural Networks. | Jordi Nin, Vicen Torra |
| 2006 | MDAI | On the Use of Variable-Size Fuzzy Clustering for Classification. | Vicen Torra, Sadaaki Miyamoto |
| 2006 | PSD | Distance Based Re-identification for Time Series, Analysis of Distances. | Jordi Nin, Vicen Torra |
| 2006 | PSD | Using Mahalanobis Distance-Based Record Linkage for Disclosure Risk Assessment. | Vicen Torra, John M. Abowd, Josep Domingo-Ferrer |
| 2005 | CIS | Empirical Analysis of Database Privacy Using Twofold Integrals. | Jordi Nin, Vicen Torra |
| 2005 | EUSFLAT | Towards the use of OWA operators for record linkage. | Jordi Nin, Vicen Torra |
| 2005 | EUSFLAT | Using graph-based fuzzy measures for measuring the similarity between words. | Vicen Torra, Yasuo Narukawa |
| 2005 | MDAI | Modeling Decisions for Artificial Intelligence: Theory, Tools and Applications. | Vicen Torra, Yasuo Narukawa, Sadaaki Miyamoto |
| 2004 | MDAI | Object Positioning Based on Partial Preferences. | Josep Maria Mateo-Sanz, Josep Domingo-Ferrer, Vicen Torra |
| 2004 | MDAI | On the Interpretation of Some Fuzzy Integrals. | Vicen Torra, Yasuo Narukawa |
| 2004 | PSD | Microaggregation for Categorical Variables: A Median Based Approach. | Vicen Torra |
| 2004 | PSD | Evaluating Fuzzy Clustering Algorithms for Microdata Protection. | Vicen Torra, Sadaaki Miyamoto |
| 2003 | EUSFLAT | On a modeling of decision making with a twofold integral. | Hideyuki Imai, Vicen Torra |
| 2003 | EUSFLAT | Generalization of the twofold integral and its interpretation. | Yasuo Narukawa, Vicen Torra |
| 2003 | EUSFLAT | Fuzzy clustering for indexing in the GAMBAL information retrieval system. | Vicen Torra, Sergi Lanau, Sadaaki Miyamoto |
| 2002 | SSDBM | Information-Theoretic Disclosure Risk Measures in Statistical Disclosure Control of Tabular Data. | Josep Domingo-Ferrer, Anna Oganian, Vicen Torra |
| 2001 | EUSFLAT | Applying aggregation operators to data mining: modelling using quasi-weighted means. | Vicen Torra |
| 2000 | ECAI | Towards the Re-identification of Individuals in Data Files with Non-common Variables. | Vicen Torra |
| 1999 | EUSFLAT | Classifying qualitative information using centroid based methods. | Vicen Torra, Llus Godo |
| 1999 | EUSFLAT | Reaching consensus when experts use different linguistic terms. | Ada Valls, Vicen Torra |
| 1999 | SAC | Hierarchical Fuzzy Configuration of Implementation Strategies. | Angela C. Sodan, Vicen Torra |