Publications

Differentially-private data synthetisation for efficient re-identification risk control
Tânia Carvalho, Nuno Moniz, Luís Antunes, Nitesh Chawla
PDF Cite Code
Secure Visual Data Processing via Federated Learning
Pedro Santos, Tânia Carvalho, Filipe Magalhães, Luís Antunes
PDF Cite
Empowering Open Data Sharing for Social Good: A Privacy-Aware Approach
Tânia Carvalho, Luís Antunes, Cristina Costa, Nuno Moniz
PDF Cite
Developing Project-Specific Consent Documents: A Registered Report for a Multistep Approach Using LLMs
Filipa Lopes, Carolina Trindade, Tânia Carvalho, Maria Almeida, Ana Sofia Carvalho
PDF
Synthetic Data Outliers: Navigating Identity Disclosure
Carolina Trindade, Luís Antunes, Tânia Carvalho, Nuno Moniz
PDF Cite
Automated Privacy-Preserving Techniques via Meta-Learning
Tânia Carvalho, Nuno Moniz, Luís Antunes
PDF Cite Code
Developing Project-Specific Informed Consent Forms: A Multi-Step Approach within the REPO4EU Framework
Filipa Lopes, Carolina Trindade, Tânia Carvalho, Maria Almeida, Ana Sofia Carvalho
PDF Cite
A Three-Way Knot: Privacy, Fairness, and Predictive Performance Dynamics
Tânia Carvalho, Nuno Moniz, Luís Antunes
PDF Cite Code
Towards a Data Privacy-Predictive Performance Trade-off
Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes
PDF Cite Code
Survey on Privacy-Preserving Techniques for Data Publishing
Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes
PDF Cite DOI
Fundamental privacy rights in a pandemic state
Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes
PDF Cite
The Compromise of Data Privacy in Predictive Performance
Tânia Carvalho, Nuno Moniz
PDF Cite Code