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ORCIDHéber Hwang Arcolezi
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Books and Theses
- 2022
[b1]Héber Hwang Arcolezi:
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). University of Burgundy - Franche-Comté, France, 2022
Journal Articles
- 2024
- [j9]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): 2252-2275 (2024) - [j8]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): 369-379 (2024) - [j7]Héber Hwang Arcolezi, Sébastien Gambs:
Revealing the True Cost of Locally Differentially Private Protocols: An Auditing Perspective. Proc. Priv. Enhancing Technol. 2024(4): 123-141 (2024) - 2023
- [j6]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): 1126-1139 (2023) - 2022
- [j5]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): 13355-13369 (2022) - [j4]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): 5592-5599 (2022) - 2021
- [j3]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: 107561 (2021) - [j2]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: 104294 (2021) - 2020
- [j1]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: 101888 (2020)
Conference and Workshop Papers
- 2024
- [c12]Ruta Binkyte, Carlos Antonio Pinzóon, Szilvia Lestyan, Kangsoo Jung, Héber Hwang Arcolezi, Catuscia Palamidessi:
Causal Discovery Under Local Privacy. CLeaR 2024: 325-383 - [c11]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. CSF 2024: 1-16 - 2023
- [c10]Héber Hwang Arcolezi, Karima Makhlouf, Catuscia Palamidessi:
(Local) Differential Privacy has NO Disparate Impact on Fairness. DBSec 2023: 3-21 - [c9]Héber Hwang Arcolezi, Selene Cerna, Catuscia Palamidessi:
On the Utility Gain of Iterative Bayesian Update for Locally Differentially Private Mechanisms. DBSec 2023: 165-183 - [c8]Héber Hwang Arcolezi, Carlos Pinzón, Catuscia Palamidessi, Sébastien Gambs:
Frequency Estimation of Evolving Data Under Local Differential Privacy. EDBT 2023: 512-525 - 2022
- [c7]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: 770-775 - 2021
- [c6]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: 47-57 - 2020
- [c5]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: 1689-1694 - [c4]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: 40-57 - [c3]Selene Cerna, Christophe Guyeux, Héber Hwang Arcolezi, Raphaël Couturier, Guillaume Royer:
A Comparison of LSTM and XGBoost for Predicting Firemen Interventions. WorldCIST (2) 2020: 424-434 - 2019
- [c2]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: 1132-1137 - [c1]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: 1197-1202
Informal and Other Publications
- 2024
- [i15]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 abs/2405.14725 (2024) - [i14]Cédric Eichler, Nathan Champeil, Nicolas Anciaux, Alexandra Bensamoun, Héber Hwang Arcolezi, José María de Fuentes:
Nob-MIAs: Non-biased Membership Inference Attacks Assessment on Large Language Models with Ex-Post Dataset Construction. CoRR abs/2408.05968 (2024) - 2023
- [i13]Héber Hwang Arcolezi, Karima Makhlouf, Catuscia Palamidessi:
(Local) Differential Privacy has NO Disparate Impact on Fairness. CoRR abs/2304.12845 (2023) - [i12]Héber Hwang Arcolezi, Selene Cerna, Catuscia Palamidessi:
On the Utility Gain of Iterative Bayesian Update for Locally Differentially Private Mechanisms. CoRR abs/2307.07744 (2023) - [i11]Héber Hwang Arcolezi, Sébastien Gambs:
Revealing the True Cost of Local Privacy: An Auditing Perspective. CoRR abs/2309.01597 (2023) - [i10]Ruta Binkyte, Carlos Pinzón, Szilvia Lestyán, Kangsoo Jung, Héber Hwang Arcolezi, Catuscia Palamidessi:
Causal Discovery Under Local Privacy. CoRR abs/2311.04037 (2023) - [i9]Karima Makhlouf, Héber Hwang Arcolezi, Sami Zhioua, Ghassen Ben Brahim, Catuscia Palamidessi:
On the Impact of Multi-dimensional Local Differential Privacy on Fairness. CoRR abs/2312.04404 (2023) - 2022
- [i8]Héber Hwang Arcolezi:
Production of Categorical Data Verifying Differential Privacy: Conception and Applications to Machine Learning. CoRR abs/2204.00850 (2022) - [i7]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 abs/2205.00436 (2022) - [i6]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 abs/2205.02648 (2022) - [i5]Héber Hwang Arcolezi, Sébastien Gambs, Jean-François Couchot, Catuscia Palamidessi:
On the Risks of Collecting Multidimensional Data Under Local Differential Privacy. CoRR abs/2209.01684 (2022) - [i4]Héber Hwang Arcolezi, Carlos Pinzón, Catuscia Palamidessi, Sébastien Gambs:
Frequency Estimation of Evolving Data Under Local Differential Privacy. CoRR abs/2210.00262 (2022) - 2021
- [i3]Héber Hwang Arcolezi, Jean-François Couchot, Bechara al Bouna, Xiaokui Xiao:
Random Sampling Plus Fake Data: Multidimensional Frequency Estimates With Local Differential Privacy. CoRR abs/2109.07269 (2021) - [i2]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 abs/2111.04636 (2021) - 2020
- [i1]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 abs/2006.15605 (2020)
Coauthor Index
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