Héber Hwang Arcolezi

According to our database, Héber Hwang Arcolezi authored at least 23 papers between 2019 and 2023.

Collaborative distances:

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

2023

On the Risks of Collecting Multidimensional Data Under Local Differential Privacy.

Héber Hwang Arcolezi, Sébastien Gambs, Jean-François Couchot, Catuscia Palamidessi

Proc. VLDB Endow., 2023

On the Impact of Multi-dimensional Local Differential Privacy on Fairness.

Karima Makhlouf, Héber Hwang Arcolezi, Sami Zhioua, Ghassen Ben Brahim, Catuscia Palamidessi

CoRR, 2023

Causal Discovery Under Local Privacy.

Ruta Binkyte, Carlos Pinzón, Szilvia Lestyán, Kangsoo Jung, Héber Hwang Arcolezi, Catuscia Palamidessi

CoRR, 2023

Revealing the True Cost of Local Privacy: An Auditing Perspective.

Héber Hwang Arcolezi, Sébastien Gambs

CoRR, 2023

Frequency Estimation of Evolving Data Under Local Differential Privacy.

Héber Hwang Arcolezi, Carlos Pinzón, Catuscia Palamidessi, Sébastien Gambs

Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

(Local) Differential Privacy has NO Disparate Impact on Fairness.

Héber Hwang Arcolezi, Karima Makhlouf, Catuscia Palamidessi

Proceedings of the Data and Applications Security and Privacy XXXVII, 2023

On the Utility Gain of Iterative Bayesian Update for Locally Differentially Private Mechanisms.

Héber Hwang Arcolezi, Selene Cerna, Catuscia Palamidessi

Proceedings of the Data and Applications Security and Privacy XXXVII, 2023

2022

Production of categorical data verifying differential privacy: conception and applications to machine learning. (Production de données catégorielles respectant la confidentialité différentielle: conception et applications au apprentissage automatique).

Héber Hwang Arcolezi

PhD thesis, 2022

Privacy-Preserving Prediction of Victim's Mortality and Their Need for Transportation to Health Facilities.

Héber Hwang Arcolezi, Selene Cerna, Jean-François Couchot, Christophe Guyeux, Abdallah Makhoul

IEEE Trans. Ind. Informatics, 2022

Differentially private multivariate time series forecasting of aggregated human mobility with deep learning: Input or gradient perturbation?

Héber Hwang Arcolezi, Jean-François Couchot, Denis Renaud, Bechara al Bouna, Xiaokui Xiao

Neural Comput. Appl., 2022

Production of Categorical Data Verifying Differential Privacy: Conception and Applications to Machine Learning.

Héber Hwang Arcolezi

CoRR, 2022

Multi-Freq-LDPy: Multiple Frequency Estimation Under Local Differential Privacy in Python.

Héber Hwang Arcolezi, Jean-François Couchot, Sébastien Gambs, Catuscia Palamidessi, Majid Zolfaghari

Proceedings of the Computer Security - ESORICS 2022, 2022

2021

RISE controller tuning and system identification through machine learning for human lower limb rehabilitation via neuromuscular electrical stimulation.

Héber Hwang Arcolezi, Willian R. B. M. Nunes, Rafael A. de Araujo, Selene Cerna, Marcelo A. A. Sanches, Marcelo C. M. Teixeira, Aparecido Augusto de Carvalho

Eng. Appl. Artif. Intell., 2021

Improving the Utility of Locally Differentially Private Protocols for Longitudinal and Multidimensional Frequency Estimates.

Héber Hwang Arcolezi, Jean-François Couchot, Bechara al Bouna, Xiaokui Xiao

CoRR, 2021

Machine learning-based forecasting of firemen ambulances' turnaround time in hospitals, considering the COVID-19 impact.

Selene Cerna, Héber Hwang Arcolezi, Christophe Guyeux, Guillaume Royer, Céline Chevallier

Appl. Soft Comput., 2021

Random Sampling Plus Fake Data: Multidimensional Frequency Estimates With Local Differential Privacy.

Héber Hwang Arcolezi, Jean-François Couchot, Bechara al Bouna, Xiaokui Xiao

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

A Novel Robust and Intelligent Control Based Approach for Human Lower Limb Rehabilitation via Neuromuscular Electrical Stimulation.

Héber Hwang Arcolezi, Willian R. B. M. Nunes, Rafael A. de Araujo, Selene Leya Cerna Ñahuis, Marcelo A. A. Sanches, Marcelo C. M. Teixeira, Aparecido Augusto de Carvalho

CoRR, 2020

Forecasting the number of firefighter interventions per region with local-differential-privacy-based data.

Héber Hwang Arcolezi, Jean-François Couchot, Selene Cerna, Christophe Guyeux, Guillaume Royer, Bechara al Bouna, Xiaokui Xiao

Comput. Secur., 2020

A Comparison of LSTM and XGBoost for Predicting Firemen Interventions.

Selene Cerna, Christophe Guyeux, Héber Hwang Arcolezi, Raphaël Couturier, Guillaume Royer

Proceedings of the Trends and Innovations in Information Systems and Technologies, 2020

Longitudinal Collection and Analysis of Mobile Phone Data with Local Differential Privacy.

Héber Hwang Arcolezi, Jean-François Couchot, Bechara al Bouna, Xiaokui Xiao

Proceedings of the Privacy and Identity Management: 15th IFIP WG 9.2, 2020

Mobility modeling through mobile data: generating an optimized and open dataset respecting privacy.

Héber Hwang Arcolezi, Jean-François Couchot, Oumaya Baala, Jean-Michel Contet, Bechara al Bouna, Xiaokui Xiao

Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020

2019

Long Short-Term Memory for Predicting Firemen Interventions.

Selene Leya Cerna Ñahuis, Christophe Guyeux, Héber Hwang Arcolezi, Raphaël Couturier, Guillaume Royer, Anna Diva P. Lotufo

Proceedings of the 6th International Conference on Control, 2019

A RISE-based Controller Fine-tuned by an Improved Genetic Algorithm for Human Lower Limb Rehabilitation via Neuromuscular Electrical Stimulation.

Héber Hwang Arcolezi, Willian R. B. M. Nunes, Selene Leya Cerna Ñahuis, Marcelo A. A. Sanches, Marcelo C. M. Teixeira, Aparecido Augusto de Carvalho

Proceedings of the 6th International Conference on Control, 2019