Héber Hwang Arcolezi

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 34

Top Topics

Causal Discovery

Differential Privacy

Differentially Private

Top Venues

Proc. VLDB Endow.

Publications

Héber Hwang Arcolezi, Jean-François Couchot, Bechara al Bouna, Xiaokui Xiao
Improving the utility of locally differentially private protocols for longitudinal and multidimensional frequency estimates. Digit. Commun. Networks 10 (2) (2024)
Karima Makhlouf, Héber Hwang Arcolezi, Sami Zhioua, Ghassen Ben Brahim, Catuscia Palamidessi
On the impact of multi-dimensional local differential privacy on fairness. Data Min. Knowl. Discov. 38 (4) (2024)
Karima Makhlouf, Tamara Stefanovic, Héber Hwang Arcolezi, Catuscia Palamidessi
A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results. CoRR (2024)
Héber Hwang Arcolezi, Sébastien Gambs
Revealing the True Cost of Locally Differentially Private Protocols: An Auditing Perspective. Proc. Priv. Enhancing Technol. 2024 (4) (2024)
Ruta Binkyte, Carlos Antonio Pinzóon, Szilvia Lestyan, Kangsoo Jung, Héber Hwang Arcolezi, Catuscia Palamidessi
Causal Discovery Under Local Privacy. CLeaR (2024)
Héber Hwang Arcolezi, Karima Makhlouf, Catuscia Palamidessi
(Local) Differential Privacy has NO Disparate Impact on Fairness. CoRR (2023)
Héber Hwang Arcolezi, Selene Cerna, Catuscia Palamidessi
On the Utility Gain of Iterative Bayesian Update for Locally Differentially Private Mechanisms. CoRR (2023)
Héber Hwang Arcolezi, Sébastien Gambs
Revealing the True Cost of Local Privacy: An Auditing Perspective. CoRR (2023)
Karima Makhlouf, Héber Hwang Arcolezi, Sami Zhioua, Ghassen Ben Brahim, Catuscia Palamidessi
On the Impact of Multi-dimensional Local Differential Privacy on Fairness. CoRR (2023)
Héber Hwang Arcolezi, Karima Makhlouf, Catuscia Palamidessi
(Local) Differential Privacy has NO Disparate Impact on Fairness. DBSec (2023)
Héber Hwang Arcolezi, Selene Cerna, Catuscia Palamidessi
On the Utility Gain of Iterative Bayesian Update for Locally Differentially Private Mechanisms. DBSec (2023)
Ruta Binkyte, Carlos Pinzón, Szilvia Lestyán, Kangsoo Jung, Héber Hwang Arcolezi, Catuscia Palamidessi
Causal Discovery Under Local Privacy. CoRR (2023)
Héber Hwang Arcolezi, Sébastien Gambs, Jean-François Couchot, Catuscia Palamidessi
On the Risks of Collecting Multidimensional Data Under Local Differential Privacy. Proc. VLDB Endow. 16 (5) (2023)
Héber Hwang Arcolezi, Carlos Pinzón, Catuscia Palamidessi, Sébastien Gambs
Frequency Estimation of Evolving Data Under Local Differential Privacy. EDBT (2023)
Héber Hwang Arcolezi, Sébastien Gambs, Jean-François Couchot, Catuscia Palamidessi
On the Risks of Collecting Multidimensional Data Under Local Differential Privacy. CoRR (2022)
Héber Hwang Arcolezi, Jean-François Couchot, Sébastien Gambs, Catuscia Palamidessi, Majid Zolfaghari
Multi-Freq-LDPy: Multiple Frequency Estimation Under Local Differential Privacy in Python. CoRR (2022)
Héber Hwang Arcolezi
Production of Categorical Data Verifying Differential Privacy: Conception and Applications to Machine Learning. CoRR (2022)
Héber Hwang Arcolezi, Jean-François Couchot, Denis Renaud, Bechara al Bouna, Xiaokui Xiao
Differentially private multivariate time series forecasting of aggregated human mobility with deep learning: Input or gradient perturbation? Neural Comput. Appl. 34 (16) (2022)
Héber Hwang Arcolezi, Jean-François Couchot, Denis Renaud, Bechara al Bouna, Xiaokui Xiao
Differentially Private Multivariate Time Series Forecasting of Aggregated Human Mobility With Deep Learning: Input or Gradient Perturbation? CoRR (2022)
Héber Hwang Arcolezi, Selene Cerna, Jean-François Couchot, Christophe Guyeux, Abdallah Makhoul
Privacy-Preserving Prediction of Victim's Mortality and Their Need for Transportation to Health Facilities. IEEE Trans. Ind. Informatics 18 (8) (2022)
Héber Hwang Arcolezi, Carlos Pinzón, Catuscia Palamidessi, Sébastien Gambs
Frequency Estimation of Evolving Data Under Local Differential Privacy. CoRR (2022)
Héber Hwang Arcolezi, Jean-François Couchot, Sébastien Gambs, Catuscia Palamidessi, Majid Zolfaghari
Multi-Freq-LDPy: Multiple Frequency Estimation Under Local Differential Privacy in Python. ESORICS (3) (2022)
Héber Hwang Arcolezi, Jean-François Couchot, Bechara al Bouna, Xiaokui Xiao
Random Sampling Plus Fake Data: Multidimensional Frequency Estimates With Local Differential Privacy. CoRR (2021)
Héber Hwang Arcolezi, Jean-François Couchot, Bechara al Bouna, Xiaokui Xiao
Improving the Utility of Locally Differentially Private Protocols for Longitudinal and Multidimensional Frequency Estimates. CoRR (2021)
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
RISE controller tuning and system identification through machine learning for human lower limb rehabilitation via neuromuscular electrical stimulation. Eng. Appl. Artif. Intell. 102 (2021)
Selene Cerna, Héber Hwang Arcolezi, Christophe Guyeux, Guillaume Royer, Céline Chevallier
Machine learning-based forecasting of firemen ambulances' turnaround time in hospitals, considering the COVID-19 impact. Appl. Soft Comput. 109 (2021)
Héber Hwang Arcolezi, Jean-François Couchot, Bechara al Bouna, Xiaokui Xiao
Random Sampling Plus Fake Data: Multidimensional Frequency Estimates With Local Differential Privacy. CIKM (2021)
Héber Hwang Arcolezi, Jean-François Couchot, Bechara al Bouna, Xiaokui Xiao
Longitudinal Collection and Analysis of Mobile Phone Data with Local Differential Privacy. Privacy and Identity Management (2020)
Héber Hwang Arcolezi, Jean-François Couchot, Selene Cerna, Christophe Guyeux, Guillaume Royer, Bechara al Bouna, Xiaokui Xiao
Forecasting the number of firefighter interventions per region with local-differential-privacy-based data. Comput. Secur. 96 (2020)
Selene Cerna, Christophe Guyeux, Héber Hwang Arcolezi, Raphaël Couturier, Guillaume Royer
A Comparison of LSTM and XGBoost for Predicting Firemen Interventions. WorldCIST (2) (2020)
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
A Novel Robust and Intelligent Control Based Approach for Human Lower Limb Rehabilitation via Neuromuscular Electrical Stimulation. CoRR (2020)
Héber Hwang Arcolezi, Jean-François Couchot, Oumaya Baala, Jean-Michel Contet, Bechara al Bouna, Xiaokui Xiao
Mobility modeling through mobile data: generating an optimized and open dataset respecting privacy. IWCMC (2020)
Héber Hwang Arcolezi, Willian R. B. M. Nunes, Selene Leya Cerna Ñahuis, Marcelo A. A. Sanches, Marcelo C. M. Teixeira, Aparecido Augusto de Carvalho
A RISE-based Controller Fine-tuned by an Improved Genetic Algorithm for Human Lower Limb Rehabilitation via Neuromuscular Electrical Stimulation. CoDIT (2019)
Selene Leya Cerna Ñahuis, Christophe Guyeux, Héber Hwang Arcolezi, Raphaël Couturier, Guillaume Royer, Anna Diva P. Lotufo
Long Short-Term Memory for Predicting Firemen Interventions. CoDIT (2019)