Karima Makhlouf

20 papers A 1B 1Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Bias Injection Technique to Assess the Resilience of Causal Discovery Methods.
IEEE Access
Martina Cinquini, Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi, Riccardo Guidotti
2025 J jnl
Corrections to "A Bias Injection Technique to Assess the Resilience of Causal Discovery Methods".
IEEE Access
Martina Cinquini, Karima Makhlouf, Jay Jawale, Sami Zhioua, Catuscia Palamidessi, Riccardo Guidotti
2025 J jnl
Group fairness under obfuscated sensitive information.
J. Comput. Secur.
Héber Hwang Arcolezi, Karima Makhlouf, Catuscia Palamidessi
2024 A conf
A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results.
CSF
Karima Makhlouf, Tamara Stefanovic, Héber Hwang Arcolezi, Catuscia Palamidessi
2024 J jnl
A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results.
CoRR
Karima Makhlouf, Tamara Stefanovic, Héber Hwang Arcolezi, Catuscia Palamidessi
2024 — —
Advancing Ethical and Responsible AI: Exploring Fairness, Privacy, and Explainability through Causal Perspectives. (Promouvoir l'IA éthique et responsable : explorer l'équité, la confidentialité et l'explicabilité à travers des perspectives causales).
Karima Makhlouf
2024 J jnl
On the impact of multi-dimensional local differential privacy on fairness.
Data Min. Knowl. Discov.
Karima Makhlouf, Héber Hwang Arcolezi, Sami Zhioua, Ghassen Ben Brahim, Catuscia Palamidessi
2024 J jnl
When causality meets fairness: A survey.
J. Log. Algebraic Methods Program.
Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi
2023 B conf
(Local) Differential Privacy has NO Disparate Impact on Fairness.
DBSec
Héber Hwang Arcolezi, Karima Makhlouf, Catuscia Palamidessi
2023 J jnl
(Local) Differential Privacy has NO Disparate Impact on Fairness.
CoRR
Héber Hwang Arcolezi, Karima Makhlouf, Catuscia Palamidessi
2023 J jnl
On the Impact of Multi-dimensional Local Differential Privacy on Fairness.
CoRR
Karima Makhlouf, Héber Hwang Arcolezi, Sami Zhioua, Ghassen Ben Brahim, Catuscia Palamidessi
2022 — conf
Causal Discovery for Fairness.
AFCP
Ruta Binkyte, Karima Makhlouf, Carlos Pinzón, Sami Zhioua, Catuscia Palamidessi
2022 J jnl
Causal Discovery for Fairness.
CoRR
Ruta Binkyte-Sadauskiene, Karima Makhlouf, Carlos Pinzón, Sami Zhioua, Catuscia Palamidessi
2022 J jnl
Identifiability of Causal-based Fairness Notions: A State of the Art.
CoRR
Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi
2022 J jnl
Survey on Fairness Notions and Related Tensions.
CoRR
Guilherme Alves, Fabien Bernier, Miguel Couceiro, Karima Makhlouf, Catuscia Palamidessi, Sami Zhioua
2021 J jnl
Machine learning fairness notions: Bridging the gap with real-world applications.
Inf. Process. Manag.
Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi
2021 J jnl
On the Applicability of Machine Learning Fairness Notions.
SIGKDD Explor.
Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi
2020 J jnl
On the Applicability of ML Fairness Notions.
CoRR
Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi
2020 J jnl
Survey on Causal-based Machine Learning Fairness Notions.
CoRR
Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi
2019 J jnl
Finding a Needle in a Haystack: The Traffic Analysis Version.
Proc. Priv. Enhancing Technol.
Abdullah Qasem, Sami Zhioua, Karima Makhlouf