Publications

Secure Visual Data Processing via Federated Learning
Pedro Santos, Tânia Carvalho, Filipe Magalhães, Luís Antunes
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Empowering Open Data Sharing for Social Good: A Privacy-Aware Approach
Tânia Carvalho, Luís Antunes, Cristina Costa, Nuno Moniz
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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
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Synthetic Data Outliers: Navigating Identity Disclosure
Carolina Trindade, Luís Antunes, Tânia Carvalho, Nuno Moniz
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Automated Privacy-Preserving Techniques via Meta-Learning
Tânia Carvalho, Nuno Moniz, Luís Antunes
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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
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A Three-Way Knot: Privacy, Fairness, and Predictive Performance Dynamics
Tânia Carvalho, Nuno Moniz, Luís Antunes
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Towards a Data Privacy-Predictive Performance Trade-off
Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes
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Survey on Privacy-Preserving Techniques for Data Publishing
Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes
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Privacy-Preserving Data Synthetisation for Secure Information Sharing
Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes, Nitesh Chawla
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Fundamental privacy rights in a pandemic state
Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes
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The Compromise of Data Privacy in Predictive Performance
Tânia Carvalho, Nuno Moniz
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