Publications by the researcher in collaboration with Josep Domingo Ferrer (29)

2022

  1. Decentralized k-anonymization of trajectories via privacy-preserving tit-for-tat

    Computer Communications, Vol. 190, pp. 57-68

2021

  1. Achieving security and privacy in federated learning systems: Survey, research challenges and future directions

    Engineering Applications of Artificial Intelligence

  2. Give more data, awareness and control to individual citizens, and they will help COVID-19 containment

    Ethics and Information Technology, Vol. 23

2020

  1. ϵ -Differential Privacy for Microdata Releases Does Not Guarantee Confidentiality (Let Alone Utility)

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Give more data, awareness and control to individual citizens, and they will help COVID-19 containment

    Transactions on Data Privacy, Vol. 13, Núm. 1, pp. 61-66

  3. Machine learning explainability via microaggregation and shallow decision trees

    Knowledge-Based Systems, Vol. 194

  4. μ -ANT: Semantic microaggregation-based anonymization tool

    Bioinformatics, Vol. 36, Núm. 5, pp. 1652-1653

2019

  1. Automatic Anonymization of Textual Documents: Detecting Sensitive Information via Word Embeddings

    2019 18TH IEEE INTERNATIONAL CONFERENCE ON TRUST, SECURITY AND PRIVACY IN COMPUTING AND COMMUNICATIONS/13TH IEEE INTERNATIONAL CONFERENCE ON BIG DATA SCIENCE AND ENGINEERING (TRUSTCOM/BIGDATASE 2019)

  2. Collaborative Explanation of Deep Models with Limited Interaction for Trade Secret and Privacy Preservation

    COMPANION OF THE WORLD WIDE WEB CONFERENCE (WWW 2019 )

  3. Collaborative explanation of deep models with limited interaction for trade secret and privacy preservation

    The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019

  4. Efficient Near-Optimal Variable-Size Microaggregation

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  5. Mitigating the Curse of Dimensionality in Data Anonymization

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  6. Steered Microaggregation as a Unified Primitive to Anonymize Data Sets and Data Streams

    IEEE Transactions on Information Forensics and Security, Vol. 14, Núm. 12, pp. 3298-3311

2018

  1. Anonymization of Unstructured Data via Named-Entity Recognition

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Co-utile P2P anonymous keyword search

    Studies in Systems, Decision and Control (Springer International Publishing), pp. 51-70

  3. Co-utile privacy-aware P2P content distribution

    Studies in Systems, Decision and Control (Springer International Publishing), pp. 87-116

  4. Co-utility: Designing self-enforcing and mutually beneficial protocols

    Studies in Systems, Decision and Control (Springer International Publishing), pp. 3-15

  5. Differentially private data publishing via optimal univariate microaggregation and record perturbation

    Knowledge-Based Systems, Vol. 153, pp. 78-90

  6. Multiparty computation with statistical input confidentiality via randomized response

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  7. Self-enforcing collaborative anonymization via Co-utility

    Studies in Systems, Decision and Control (Springer International Publishing), pp. 139-151