Tânia Carvalho

18 papers B 1C 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automated privacy-preserving techniques via meta-learning.
Inf. Fusion
Tânia Carvalho, Nuno Moniz, Luis Antunes
2026 J jnl
SoK: Challenges in Tabular Membership Inference Attacks.
CoRR
Cristina Pêra, Tânia Carvalho, Maxime Cordy, Luís Antunes
2025 J jnl
Differentially-private data synthetisation for efficient re-identification risk control.
Mach. Learn.
Tânia Carvalho, Nuno Moniz, Luis Antunes, Nitesh V. Chawla
2025 J jnl
Privacy-Driven Network Data for Smart Cities.
CoRR
Tânia Carvalho, José Barata, Henish Balu, Filipa Moreira, João Bastos, Luis Antunes
2025 — conf
Secure Visual Data Processing via Federated Learning.
ICISSP (2)
Pedro Santos, Tânia Carvalho, Filipe Magalhães, Luís Antunes
2025 J jnl
Secure Visual Data Processing via Federated Learning.
CoRR
Pedro Santos, Tânia Carvalho, Filipe Magalhães, Luis Antunes
2024 J jnl
Automated Privacy-Preserving Techniques via Meta-Learning.
CoRR
Tânia Carvalho, Nuno Moniz, Luís Antunes
2024 J jnl
Empowering Open Data Sharing for Social Good: A Privacy-Aware Approach.
CoRR
Tânia Carvalho, Luís Antunes, Cristina Costa, Nuno Moniz
2024 C conf
Synthetic Data Outliers: Navigating Identity Disclosure.
PSD
Carolina Trindade, Luis Antunes, Tânia Carvalho, Nuno Moniz
2024 J jnl
Synthetic Data Outliers: Navigating Identity Disclosure.
CoRR
Carolina Trindade, Luis Filipe Coelho Antunes, Tânia Carvalho, Nuno Moniz
2023 — conf
A Three-Way Knot: Privacy, Fairness, and Predictive Performance Dynamics.
EPIA (1)
Tânia Carvalho, Nuno Moniz, Luis Antunes
2023 J jnl
A Three-Way Knot: Privacy, Fairness, and Predictive Performance Dynamics.
CoRR
Tânia Carvalho, Nuno Moniz, Luis Filipe Coelho Antunes
2023 J jnl
Survey on Privacy-Preserving Techniques for Microdata Publication.
ACM Comput. Surv.
Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes
2023 J jnl
Towards a data privacy-predictive performance trade-off.
Expert Syst. Appl.
Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes
2022 J jnl
Privacy-Preserving Data Synthetisation for Secure Information Sharing.
CoRR
Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes, Nitesh V. Chawla
2022 J jnl
Survey on Privacy-Preserving Techniques for Data Publishing.
CoRR
Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes
2022 J jnl
Towards a Data Privacy-Predictive Performance Trade-off.
CoRR
Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes
2021 B conf
The Compromise of Data Privacy in Predictive Performance.
IDA
Tânia Carvalho, Nuno Moniz