Tânia Carvalho

According to our database, Tânia Carvalho authored at least 11 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Differentially-private data synthetisation for efficient re-identification risk control.

Tânia Carvalho, Nuno Moniz, Luis Antunes, Nitesh V. Chawla

Mach. Learn., July, 2025

Secure Visual Data Processing via Federated Learning.

Pedro Santos, Tânia Carvalho, Filipe Magalhães, Luís Antunes

Proceedings of the 11th International Conference on Information Systems Security and Privacy, 2025

2024

Empowering Open Data Sharing for Social Good: A Privacy-Aware Approach.

Tânia Carvalho, Luís Antunes, Cristina Costa, Nuno Moniz

CoRR, 2024

Automated Privacy-Preserving Techniques via Meta-Learning.

Tânia Carvalho, Nuno Moniz, Luís Antunes

CoRR, 2024

Synthetic Data Outliers: Navigating Identity Disclosure.

Carolina Trindade, Luis Antunes, Tânia Carvalho, Nuno Moniz

Proceedings of the Privacy in Statistical Databases - International Conference, 2024

2023

Towards a data privacy-predictive performance trade-off.

Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes

Expert Syst. Appl., August, 2023

Survey on Privacy-Preserving Techniques for Microdata Publication.

Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes

ACM Comput. Surv., 2023

A Three-Way Knot: Privacy, Fairness, and Predictive Performance Dynamics.

Tânia Carvalho, Nuno Moniz, Luis Antunes

Proceedings of the Progress in Artificial Intelligence, 2023

2022

Privacy-Preserving Data Synthetisation for Secure Information Sharing.

Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes, Nitesh V. Chawla

CoRR, 2022

Survey on Privacy-Preserving Techniques for Data Publishing.

Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes

CoRR, 2022

2021

The Compromise of Data Privacy in Predictive Performance.

Tânia Carvalho, Nuno Moniz

Proceedings of the Advances in Intelligent Data Analysis XIX, 2021