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Makhlouf, Karima
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1

On the impact of multi-dimensional local differential priva..:

Makhlouf, Karima ; Arcolezi, Héber H. ; Zhioua, Sami..
Data Mining and Knowledge Discovery.  , 2024
Link: https://doi.org/10.1007/..
 
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2

When causality meets fairness: A survey:

Makhlouf, Karima ; Zhioua, Sami ; Palamidessi, Catuscia
Journal of Logical and Algebraic Methods in Programming.  141 (2024)  - p. 101000 , 2024
Link: https://doi.org/10.1016/..
 
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3

Survey on fairness notions and related tensions:

Alves, Guilherme ; Bernier, Fabien ; Couceiro, Miguel...
EURO Journal on Decision Processes.  11 (2023)  - p. 100033 , 2023
Link: https://doi.org/10.1016/..
 
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4

(Local) Differential Privacy has NO Disparate Impact on Fai..:

, In: Data and Applications Security and Privacy XXXVII; Lecture Notes in Computer Science,
Arcolezi, Héber H. ; Makhlouf, Karima ; Palamidessi, Catuscia - p. 3-21 , 2023
Link: https://doi.org/10.1007/..
 
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5

Identifiability of Causal-based ML Fairness Notions:

, In: 2022 14th International Conference on Computational Intelligence and Communication Networks (CICN),
Makhlouf, Karima ; Zhioua, Sami ; Palamidessi, Catuscia - p. 1-8 , 2022
Link: https://doi.org/10.1109/..
 
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6

Machine learning fairness notions: Bridging the gap with re..:

Makhlouf, Karima ; Zhioua, Sami ; Palamidessi, Catuscia
Information Processing & Management.  58 (2021)  5 - p. 102642 , 2021
Link: https://doi.org/10.1016/..
 
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7

On the Applicability of Machine Learning Fairness Notions:

Makhlouf, Karima ; Zhioua, Sami ; Palamidessi, Catuscia
ACM SIGKDD Explorations Newsletter.  23 (2021)  1 - p. 14-23 , 2021
Link: https://dl.acm.org/doi/1..
 
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8

On the Applicability of Machine Learning Fairness Notions:

Makhlouf, Karima ; Zhioua, Sami ; Palamidessi, Catuscia
ACM SIGKDD Explorations Newsletter.  23 (2021)  1 - p. 14-23 , 2021
Link: https://doi.org/10.1145/..
 
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9

Exam Questions Classification Based on Bloom's Taxonomy: Ap..:

, In: 2020 2nd International Conference on Computer and Information Sciences (ICCIS),
Makhlouf, Karima ; Amouri, Lobna ; Chaabane, Nada. - p. 1-6 , 2020
Link: https://doi.org/10.1109/..
 
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10

Finding a Needle in a Haystack: The Traffic Analysis Versio:

Qasem, Abdullah ; Zhioua, Sami ; Makhlouf, Karima
Proceedings on Privacy Enhancing Technologies.  2019 (2019)  2 - p. 270-290 , 2019
Link: https://doi.org/10.2478/..
 
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11

On the Impact of Multi-dimensional Local Differential Priva..:

Makhlouf, Karima ; Hwang Arcolezi, Héber ; Zhioua, Sami..
info:eu-repo/grantAgreement//835294/EU/Privacy and Utility Allied/HYPATIA.  , 2023
Link: https://hal.science/hal-..
 
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12

Identifiability of Causal-based Fairness Notions: A State o..:

Makhlouf, Karima ; Zhioua, Sami ; Palamidessi, Catuscia
info:eu-repo/grantAgreement//835294/EU/Privacy and Utility Allied/HYPATIA.  , 2023
Link: https://hal.science/hal-..
 
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13

On the Impact of Multi-dimensional Local Differential Priva..:

Makhlouf, Karima ; Hwang Arcolezi, Héber ; Zhioua, Sami..
info:eu-repo/grantAgreement//835294/EU/Privacy and Utility Allied/HYPATIA.  , 2023
Link: https://hal.science/hal-..
 
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14

Identifiability of Causal-based Fairness Notions: A State o..:

Makhlouf, Karima ; Zhioua, Sami ; Palamidessi, Catuscia
info:eu-repo/grantAgreement//835294/EU/Privacy and Utility Allied/HYPATIA.  , 2023
Link: https://hal.science/hal-..
 
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15

On the Impact of Multi-dimensional Local Differential Priva..:

Makhlouf, Karima ; Arcolezi, Heber H ; Zhioua, Sami..
http://arxiv.org/abs/2312.04404.  , 2023
Link: http://arxiv.org/abs/231..
 
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