Heber Hwang Arcolezi

26
Documents
Affiliations actuelles
  • Concurrency, Mobility and Transactions (COMETE)
  • Privacy Models, Architectures and Tools for the Information Society (PRIVATICS)
  • Franche-Comté Électronique Mécanique, Thermique et Optique - Sciences et Technologies (UMR 6174) (FEMTO-ST)
Identifiants chercheurs

Publications

Publications

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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
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FADE: federated aggregation with discrimination elimination

Adda-Akram Bendoukha , Héber H. Arcolezi , Nesrine Kaaniche , Aymen Boudguiga , Renaud Sirdey et al.

FAccT 2025 - ACM Conference on Fairness, Accountability, and Transparency (FAccT), Jun 2025, Athènes, Greece. pp.1-14

Communication dans un congrès hal-05105146v1

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
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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
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Causal Discovery Under Local Privacy

Ruta Binkyte , Carlos Pinzón , Szilvia Lestyán , Kangsoo Jung , Héber Hwang Arcolezi et al.

Third Conference on Causal Learning and Reasoning, Apr 2024, Los Angeles, CA, United States. pp.325-383

Communication dans un congrès hal-04617032v1
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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
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(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
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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
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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
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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
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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
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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 et al.

International Wireless Communications and Mobile Computing Conference, Jun 2020, Limassol, Cyprus

Communication dans un congrès hal-02993851v1
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Long Short-Term Memory for Predicting Firemen Interventions

Selene Leya Cerna Nahuis , Christophe Guyeux , Héber Hwang Arcolezi , Anna Diva Plasencia Lotufo , Raphael Couturier et al.

International Conference on Control, Decision and Information Technologies, Apr 2019, Paris, France

Communication dans un congrès hal-02386560v1
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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
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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
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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
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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
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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
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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 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
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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
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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
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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. Sanches et al.

Engineering Applications of Artificial Intelligence, 2021, 102, pp.104294. ⟨10.1016/j.engappai.2021.104294⟩

Article dans une revue hal-03739559v1
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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 Royer et al.

Computers & Security, 2020, 96, pp.101888 -. ⟨10.1016/j.cose.2020.101888⟩

Article dans une revue hal-03490792v1
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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 Royer et al.

Computers and Security, 2020, 96, pp.101888 (12)

Article dans une revue hal-02993831v1