Heber Hwang Arcolezi

Identifiants chercheurs

IdHAL :

heber-h-arcolezi

ResearcherID :

http://www.researcherid.com/rid/AAV-5099-2020

Publications

Communication dans un congrès (15)

Estimating the True Distribution of Data Collected with Randomized Response Carlos Antonio Pinzón,Ehab Elsalamouny,Lucas Massot,Alexis Miller,Héber Hwang Arcoleziet al. AAAI 2026 - 40th Annual AAAI Conference on Artificial Intelligence, Jan 2026, Singapore, Singapore. pp.35751-35758, ⟨10.1609/aaai.v40i42.40888⟩ Communication dans un congrès hal-05558186v1
Private Frequency Estimation via Residue Number Systems Héber Hwang Arcolezi AAAI 2026 - 40th Annual AAAI Conference on Artificial Intelligence, Jan 2026, Singapore, Singapore. pp.35518-35526, ⟨10.1609/aaai.v40i42.40862⟩ Communication dans un congrès hal-05558196v1
bench-MIA: Towards automatic multi-lever benchmark construction for MIA evaluation Yanming Li,Cédric Eichler,Nicolas Anciaux,Héber H. Arcolezi,José Maria de Fuentes APVP 2025 - 15ème Atelier sur la protection de la vie privée, Jun 2025, Chasseneuil-du-Poitou, France Communication dans un congrès hal-05287192v1
FADE: federated aggregation with discrimination elimination Adda-Akram Bendoukha,Héber H. Arcolezi,Nesrine Kaaniche,Aymen Boudguiga,Renaud Sirdeyet al. FAccT 2025 - ACM Conference on Fairness, Accountability, and Transparency (FAccT), Jun 2025, Athènes, Greece. pp.1-14 Communication dans un congrès hal-05105146v1
Demo: Exploring Utility and Attackability Trade-offs in Local Differential Privacy Haoying Zhang,Abhishek K Mishra,Héber H. Arcolezi CCS 2025 - ACM SIGSAC Conference on Computer and Communications Security, Oct 2025, Taipei, Taiwan. pp.4728 - 4730, ⟨10.1145/3719027.3760706⟩ Communication dans un congrès hal-05386311v1
Causal Discovery Under Local Privacy Ruta Binkyte,Carlos Pinzón,Szilvia Lestyán,Kangsoo Jung,Héber Hwang Arcoleziet al. Third Conference on Causal Learning and Reasoning, Apr 2024, Los Angeles, CA, United States. pp.325-383 Communication dans un congrès hal-04617032v1
A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results Karima Makhlouf,Tamara Stefanović,Héber Hwang Arcolezi,Catuscia Palamidessi CSF 2024 - 37th IEEE Computer Security Foundations Symposium, Jul 2024, Enschede, Netherlands. pp.1-16, ⟨10.1109/CSF61375.2024.00039⟩ Communication dans un congrès hal-04832154v1
(Local) Differential Privacy has NO Disparate Impact on Fairness Héber Hwang Arcolezi,Karima Makhlouf,Catuscia Palamidessi DBSec 2023 - the 37th IFIP Annual Conference on Data and Applications Security and Privacy, Vijay Atluri; Anna Lisa Ferrara, Jul 2023, SOPHIA ANTIPOLIS, France. pp.3-21, ⟨10.1007/978-3-031-37586-6_1⟩ Communication dans un congrès hal-04175027v1
On the Utility Gain of Iterative Bayesian Update for Locally Differentially Private Mechanisms Héber Hwang Arcolezi,Selene Cerna,Catuscia Palamidessi DBSec 2023 - 37th IFIP Annual Conference on Data and Applications Security and Privacy, Vijay Atluri; Anna Lisa Ferrara, Jul 2023, Sophia Antipolis, France. pp.165-183, ⟨10.1007/978-3-031-37586-6_11⟩ Communication dans un congrès hal-04175035v1
Frequency Estimation of Evolving Data Under Local Differential Privacy Héber Hwang Arcolezi,Catuscia Palamidessi,Carlos Pinzón,Sébastien Gambs EDBT 2023 - 26th International Conference on Extending Database Technology, May 2023, Ioánnina, Greece. pp.512-525, ⟨10.48786/edbt.2023.44⟩ Communication dans un congrès hal-03911550v1
Multi-Freq-LDPy: Multiple Frequency Estimation Under Local Differential Privacy in Python Héber Hwang Arcolezi,Sébastien Gambs,Jean-François Couchot,Catuscia Palamidessi,Majid Zolfaghari ESORICS 2022 - European Symposium on Research in Computer Security, Sep 2022, Copenhague, Denmark. pp.770 - 775, ⟨10.1007/978-3-031-17143-7_40⟩ Communication dans un congrès hal-03816212v1
Random Sampling Plus Fake Data: Multidimensional Frequency Estimates With Local Differential Privacy Jean-François Couchot,Héber Hwang Arcolezi,Bechara Al Bouna,Xiaokui Xiao International Conference on Information and Knowledge Management, Nov 2021, online, Australia Communication dans un congrès hal-03551918v1
Longitudinal Collection and Analysis of Mobile Phone Data with Local Differential Privacy Héber H. Arcolezi,Jean-François Couchot,Bechara Al Bouna,Xiaokui Xiao 15th IFIP International Summer School on Privacy and Identity Management (Privacy and Identity), Sep 2020, Maribor, Slovenia. pp.40-57, ⟨10.1007/978-3-030-72465-8_3⟩ Communication dans un congrès hal-03703765v1
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 Bounaet al. International Wireless Communications and Mobile Computing Conference, Jun 2020, Limassol, Cyprus Communication dans un congrès hal-02993851v1
Long Short-Term Memory for Predicting Firemen Interventions Selene Leya Cerna Nahuis,Christophe Guyeux,Héber Hwang Arcolezi,Anna Diva Plasencia Lotufo,Raphael Couturieret al. International Conference on Control, Decision and Information Technologies, Apr 2019, Paris, France Communication dans un congrès hal-02386560v1

Article dans une revue (12)

On the Impact of Multi-dimensional Local Differential Privacy on Fairness Karima Makhlouf,Héber Hwang Arcolezi,Sami Zhioua,Ghassen Ben Brahim,Catuscia Palamidessi Data Mining and Knowledge Discovery, 2024, pp.1-24. ⟨10.1007/s10618-024-01031-0⟩ Article dans une revue hal-04329938v2
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 Digital Communications and Networks, 2024, 10 (2), pp.369-379. ⟨10.1016/j.dcan.2022.07.003⟩ Article dans une revue hal-03727621v1
Revealing the True Cost of Locally Differentially Private Protocols: An Auditing Perspective Héber H. Arcolezi,Sébastien Gambs Proceedings on Privacy Enhancing Technologies, 2024, 2024 (4), pp.123 - 141. ⟨10.56553/popets-2024-0110⟩ Article dans une revue hal-04644975v1
On the Risks of Collecting Multidimensional Data Under Local Differential Privacy Héber H. Arcolezi,Sébastien Gambs,Jean-François Couchot,Catuscia Palamidessi Proceedings of the VLDB Endowment (PVLDB), 2023, 16 (5), pp.1126 - 1139. ⟨10.14778/3579075.3579086⟩ Article dans une revue hal-04082592v1
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 Computing and Applications, 2022, 34, pp.13355-13369. ⟨10.1007/s00521-022-07393-0⟩ Article dans une revue hal-03689723v1
Privacy-Preserving Prediction of Victim's Mortality and Their Need for Transportation to Health Facilities Héber H. Arcolezi,Selene Cerna,Jean-Francois Couchot,Christophe Guyeux,Abdallah Makhoul IEEE Transactions on Industrial Informatics, 2022, 18 (8), pp.5592-5599. ⟨10.1109/TII.2021.3123588⟩ Article dans une revue hal-03899793v1
Preserving Geo-Indistinguishability of the Emergency Scene to Predict Ambulance Response Time Héber Hwang Arcolezi,Selene Leya Cerna Nahuis,Christophe Guyeux,Jean-François Couchot Mathematical and computational applications, 2021, 26 (3), pp.56 (17) Article dans une revue hal-03359993v1
Machine learning-based forecasting of firemen ambulances’ turnaround time in hospitals, considering the COVID-19 impact Selene Leya Cerna Nahuis,Héber Hwang Arcolezi,Christophe Guyeux,Guillaume Royer-Fey,Céline Chevallier Applied Soft Computing, 2021, 109, pp.107561 (15). ⟨10.1016/j.asoc.2021.107561⟩ Article dans une revue hal-03551923v1
RISE controller tuning and system identification through machine learning for human lower limb rehabilitation via neuromuscular electrical stimulation Héber H. Arcolezi,Willian R.B.M. Nunes,Rafael A. de Araujo,Selene Cerna,Marcelo A.A. Sancheset al. Engineering Applications of Artificial Intelligence, 2021, 102, pp.104294. ⟨10.1016/j.engappai.2021.104294⟩ Article dans une revue hal-03739559v1
Privacy-Preserving Prediction of Victim's Mortality and Their Need for Transportation to Health Facilities Héber Hwang Arcolezi,Selene Leya Cerna Nahuis,Jean-François Couchot,Christophe Guyeux,Abdallah Makhoul IEEE Transactions on Industrial Informatics, 2021, 14 (30), pp.1 Article dans une revue hal-03456142v1
Forecasting the Number of Firefighters Interventions per Region with Local-Differential-Privacy-Based Data Héber Hwang Arcolezi,Jean-François Couchot,Selene Cerna,Christophe Guyeux,Guillaume Royeret al. Computers and Security, 2020, 96, pp.101888 (12) Article dans une revue hal-02993831v1
Forecasting the number of firefighter interventions per region with local-differential-privacy-based data Héber H. Arcolezi,Jean-François Couchot,Selene Cerna,Christophe Guyeux,Guillaume Royeret al. Computers & Security, 2020, 96, pp.101888 -. ⟨10.1016/j.cose.2020.101888⟩ Article dans une revue hal-03490792v1

Thèse (1)

Production of categorical data verifying differential privacy : conception and applications to machine learning Héber Hwang Arcolezi Artificial Intelligence [cs.AI]. Université Bourgogne Franche-Comté, 2022. English. ⟨NNT : 2022UBFCD004⟩ Thèse tel-03851305v1