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Gambs, Sebastien
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1

Membership inference attack for beluga whales discriminatio:

Araújo, Voncarlos M. ; Gambs, Sébastien ; Michaud, Robert...
Ecological Informatics.  79 (2024)  - p. 102388 , 2024
Link: https://doi.org/10.1016/..
 
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2

Probabilistic Dataset Reconstruction from Interpretable Mod..:

, In: 2024 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML),
Ferry, Julien ; Aivodji, Ulrich ; Gambs, Sebastien.. - p. 1-17 , 2024
Link: https://doi.org/10.1109/..
 
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3

Crypto'Graph: Leveraging Privacy-Preserving Distributed Lin..:

, In: Proceedings of the Fourteenth ACM Conference on Data and Application Security and Privacy,
Azogagh, Sofiane ; Birba, Zelma Aubin ; Gambs, Sébastien. - p. 199-210 , 2024
Link: https://dl.acm.org/doi/1..
 
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4

Exploiting Fairness to Enhance Sensitive Attributes Reconst..:

, In: 2023 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML),
Ferry, Julien ; Aivodji, Ulrich ; Gambs, Sebastien.. - p. 18-41 , 2023
Link: https://doi.org/10.1109/..
 
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5

SNAKE Challenge: Sanitization Algorithms under Attack:

, In: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management,
Allard, Tristan ; Béziaud, Louis ; Gambs, Sébastien - p. 5010-5014 , 2023
Link: https://dl.acm.org/doi/1..
 
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6

On the Risks of Collecting Multidimensional Data Under Loca..:

Arcolezi, Héber H. ; Gambs, Sébastien ; Couchot, Jean-François.
Proceedings of the VLDB Endowment.  16 (2023)  5 - p. 1126-1139 , 2023
Link: https://doi.org/10.14778..
 
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7

Leveraging In-Network Computing for Privacy-Aware Real-Time..:

, In: GLOBECOM 2023 - 2023 IEEE Global Communications Conference,
Rajhi, Syrine ; Elbiaze, Halima ; Gambs, Sebastien. - p. 3203-3208 , 2023
Link: https://doi.org/10.1109/..
 
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8

Improving fairness generalization through a sample-robust o..:

Ferry, Julien ; Aïvodji, Ulrich ; Gambs, Sébastien..
Machine Learning.  112 (2022)  6 - p. 2131-2192 , 2022
Link: https://doi.org/10.1007/..
 
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9

Machine-Learning Approach for Automatic Detection of Wild B..:

Araújo, Voncarlos M. ; Shukla, Ankita ; Chion, Clément..
Sensors.  22 (2022)  11 - p. 4107 , 2022
Link: https://doi.org/10.3390/..
 
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10

Leveraging Integer Linear Programming to Learn Optimal Fair..:

, In: Integration of Constraint Programming, Artificial Intelligence, and Operations Research; Lecture Notes in Computer Science,
Aïvodji, Ulrich ; Ferry, Julien ; Gambs, Sébastien.. - p. 103-119 , 2022
Link: https://doi.org/10.1007/..
 
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11

PROBONITE : PRivate One-Branch-Only Non-Interactive deci..:

, In: Proceedings of the 10th Workshop on Encrypted Computing & Applied Homomorphic Cryptography,
Azogagh, Sofiane ; Delfour, Victor ; Gambs, Sébastien. - p. 23-33 , 2022
Link: https://dl.acm.org/doi/1..
 
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12

Multi-Freq-LDPy: Multiple Frequency Estimation Under Local ..:

, In: Computer Security – ESORICS 2022; Lecture Notes in Computer Science,
Arcolezi, Héber H. ; Couchot, Jean-François ; Gambs, Sébastien.. - p. 770-775 , 2022
Link: https://doi.org/10.1007/..
 
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13

Growing synthetic data through differentially-private vine ..:

Gambs, Sébastien ; Ladouceur, Frédéric ; Laurent, Antoine.
Proceedings on Privacy Enhancing Technologies.  2021 (2021)  3 - p. 122-141 , 2021
Link: https://doi.org/10.2478/..
 
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14

DySan: Dynamically Sanitizing Motion Sensor Data Against Se..:

, In: Proceedings of the 2021 ACM Asia Conference on Computer and Communications Security,
Boutet, Antoine ; Frindel, Carole ; Gambs, Sébastien.. - p. 672-686 , 2021
Link: https://dl.acm.org/doi/1..
 
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15

Publication of Court Records: Circumventing the Privacy-Tra..:

, In: AI Approaches to the Complexity of Legal Systems XI-XII; Lecture Notes in Computer Science,
Allard, Tristan ; Béziaud, Louis ; Gambs, Sébastien - p. 298-312 , 2021
Link: https://doi.org/10.1007/..
 
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