Publications

Tânia Carvalho, Nuno Moniz, Luís Antunes (2025). Automated Privacy-Preserving Techniques via Meta-Learning. In Information Fusion (Explainable AI in Industry 4.0 and 5.0).

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Tânia Carvalho, Nuno Moniz, Luís Antunes, Nitesh Chawla (2025). Differentially-private data synthetisation for efficient re-identification risk control. In Machine Learning.

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Pedro Santos, Tânia Carvalho, Filipe Magalhães, Luís Antunes (2025). Secure Visual Data Processing via Federated Learning. In ICISSP.

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Tânia Carvalho, Luís Antunes, Cristina Costa, Nuno Moniz (2025). Empowering Open Data Sharing for Social Good: A Privacy-Aware Approach. In Scientific Data (Nature).

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Filipa Lopes, Carolina Trindade, Tânia Carvalho, Maria Almeida, Ana Sofia Carvalho (2024). Developing Project-Specific Consent Documents: A Registered Report for a Multistep Approach Using LLMs. In Drug Repurposing.

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Carolina Trindade, Luís Antunes, Tânia Carvalho, Nuno Moniz (2024). Synthetic Data Outliers: Navigating Identity Disclosure. In International Conference on Privacy in Statistical Databases.

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Filipa Lopes, Carolina Trindade, Tânia Carvalho, Maria Almeida, Ana Sofia Carvalho (2024). Developing Project-Specific Informed Consent Forms: A Multi-Step Approach within the REPO4EU Framework. In RExPO24.

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Tânia Carvalho, Nuno Moniz, Luís Antunes (2023). A Three-Way Knot: Privacy, Fairness, and Predictive Performance Dynamics. In EPIA Conference on Artificial Intelligence.

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Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes (2023). Towards a Data Privacy-Predictive Performance Trade-off. In ESwA.

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Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes (2023). Survey on Privacy-Preserving Techniques for Data Publishing. In ACM Computing Surveys.

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Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes (2021). Fundamental privacy rights in a pandemic state. In PLoS ONE.

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Tânia Carvalho, Nuno Moniz (2021). The Compromise of Data Privacy in Predictive Performance. In Symposium on Intelligent Data Analysis.

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