Karima Makhlouf

20 papers A 1B 1Journal 16Unranked 1

Year	Rank	Type	Title / 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