Karima Makhlouf

J. Log. Algebraic Methods Program., 2024

A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE Computer Security Foundations Symposium, 2024

2023

(Local) Differential Privacy has NO Disparate Impact on Fairness.

[BibT_eX]

[DOI]

Héber Hwang Arcolezi

Proceedings of the Data and Applications Security and Privacy XXXVII, 2023

2022

Survey on Fairness Notions and Related Tensions.

[BibT_eX]

[DOI]

CoRR, 2022

Identifiability of Causal-based Fairness Notions: A State of the Art.

[BibT_eX]

[DOI]

CoRR, 2022

Causal Discovery for Fairness.

[BibT_eX]

[DOI]

Proceedings of the Algorithmic Fairness through the Lens of Causality and Privacy Workshop, 2022

2021

On the Applicability of Machine Learning Fairness Notions.

[BibT_eX]

[DOI]

SIGKDD Explor., 2021

Machine learning fairness notions: Bridging the gap with real-world applications.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2021

2020

Survey on Causal-based Machine Learning Fairness Notions.

[BibT_eX]

[DOI]

CoRR, 2020

On the Applicability of ML Fairness Notions.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Finding a Needle in a Haystack: The Traffic Analysis Version.

[BibT_eX]

[DOI]

Abdullah Qasem