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

Karima Makhlouf, Tamara Stefanović, Héber H. Arcolezi, Catuscia Palamidessi

Open source

DOI: 10.1109/csf61375.2024.00039
Published: 2024-07-08
Container: 2024 IEEE 37th Computer Security Foundations Symposium (CSF)
Publisher: IEEE
Open access: unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

supportingDOI registered: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1109/csf61375.2024.00039,
  title = {A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results},
  author = {Karima Makhlouf and Tamara Stefanović and Héber H. Arcolezi and Catuscia Palamidessi},
  year = {2024},
  journal = {2024 IEEE 37th Computer Security Foundations Symposium (CSF)},
  doi = {10.1109/csf61375.2024.00039},
  url = {https://doi.org/10.1109/csf61375.2024.00039}
}

RIS

TY  - JOUR
TI  - A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results
AU  - Karima Makhlouf
AU  - Tamara Stefanović
AU  - Héber H. Arcolezi
AU  - Catuscia Palamidessi
PY  - 2024
JO  - 2024 IEEE 37th Computer Security Foundations Symposium (CSF)
DO  - 10.1109/csf61375.2024.00039
UR  - https://doi.org/10.1109/csf61375.2024.00039
ER  -

APA

Makhlouf, K., Stefanović, T., Arcolezi, H. H., & Palamidessi, C. (2024). A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results. 2024 IEEE 37th Computer Security Foundations Symposium (CSF). https://doi.org/10.1109/csf61375.2024.00039

Source records

crossref · retrieved 2026-09-25T01:08:00.308Z