Articles producció científicaEnginyeria Informàtica i Matemàtiques

Trustworthy Machine Learning: The Clash Among the Right to Be Forgotten, Inspectable Models, and Utility

  • Identification data

    Identifier:  imarina:9633043
    Authors:  Domingo-Ferrer J; Sanchez D; Lin HY
    Abstract:
    Comparing a machine learning model’s output before and after unlearning a data point allows an attacker to determine that the data point was a member of the training data, violating the right to be forgotten.
  • Others:

    Link to the original source: https://ieeexplore.ieee.org/document/11641730
    APA: Domingo-Ferrer J; Sanchez D; Lin HY (2026). Trustworthy Machine Learning: The Clash Among the Right to Be Forgotten, Inspectable Models, and Utility. COMPUTER, 59(8), 107-111. DOI: 10.1109/MC.2026.3672956
    Paper original source: COMPUTER. 59 (8): 107-111
    Article's DOI: 10.1109/MC.2026.3672956
    Journal publication year: 2026-01-01
    Entity: Universitat Rovira i Virgili
    Paper version: info:eu-repo/semantics/submittedVersion
    Record's date: 2026-10-10
    URV's Author/s: Domingo Ferrer, Josep / Sánchez Ruenes, David
    Department: Enginyeria Informàtica i Matemàtiques
    Licence document URL: https://repositori.urv.cat/ca/proteccio-de-dades/
    Publication Type: info:eu-repo/semantics/article
    Author, as appears in the article.: Domingo-Ferrer J; Sanchez D; Lin HY
    licence for use: https://creativecommons.org/licenses/by/3.0/es/
    Thematic Areas: Software, General computer science, Computer science, software, graphics, programming, Computer science, software engineering, Computer science, hardware & architecture, Computer science (miscellaneous), Computer science (all), Ciência da computação
    Author's mail: david.sanchez@urv.cat, josep.domingo@urv.cat
  • Keywords:

    Computer Science (Miscellaneous)
    Computer Science
    Hardware & Architecture
    Software Engineering
    Software
    Graphics
    Programming
    General computer science
    Computer science (all)
    Ciência da computação
  • Documents:

  • Cerca a google

    Search to google scholar