Evidence map›Paper›PMID 35531063›Full record

ArticleCODASPY : proceedings of the ... ACM conference on data and application security and privacy. ACM Conference on Data and Application Security & Privacy2022

Genomic Data Sharing under Dependent Local Differential Privacy.

Emre Yilmaz, Tianxi Ji, Erman Ayday, Pan Li

Abstract read
In one paragraph

Article in CODASPY : proceedings of the ... ACM conference on data and application security and privacy. ACM Conference on Data and Application Security & Privacy, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

12 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Article
  4. Genomic Medicine and Individual Autonomy: Reflections on Knowledge Societies and Governmentality.International journal of environmental research and public health · 2026
    Article
  5. PROVGEN: A Privacy-Preserving Approach for Outcome Validation in Genomic Research.Proceedings on Privacy Enhancing Technologies. Privacy Enhancing Technologies Symposium · 2026
    Article
  6. Article
  7. Privacy-Preserving Fingerprinting Against Collusion and Correlation Threats in Genomic Data.Proceedings on Privacy Enhancing Technologies. Privacy Enhancing Technologies Symposium · 2024
    Article
  8. Ensuring Trust in Genomics Research.... IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications : (TPS-ISA ...). IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications · 2023
    Article
  9. Enabling Health Data Sharing with Fine-Grained Privacy.Proceedings of the ... ACM International Conference on Information & Knowledge Management. ACM International Conference on Information and Knowledge Management · 2023
    Article
  10. Review
  11. Genomic Data Sharing under Dependent Local Differential Privacy.CODASPY : proceedings of the ... ACM conference on data and application security and privacy. ACM Conference on Data and Application Security & Privacy · 2022
    Article
  12. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Emre YilmazUniversity of Houston-Downtown, Houston, Texas.
Tianxi JiCase Western Reserve University, Cleveland, Ohio.
Erman AydayCase Western Reserve University, Cleveland, Ohio.
Pan LiCase Western Reserve University, Cleveland, Ohio.

Funding

Privacy Challenges of Genomic Data-Sharing Beacons and SolutionsR01LM013429 · NLM · CASE WESTERN RESERVE UNIVERSITY · PI AYDAY, ERMAN · 2020 to 2023
$1.2M
NLM NIH HHS R01 LM013429
6 · The paper itself

Abstract

Privacy-preserving genomic data sharing is prominent to increase the pace of genomic research, and hence to pave the way towards personalized genomic medicine. In this paper, we introduce (

Indexed as

Data sharingGenomicsLocal differential privacy

Identifiers

PMID35531063
PMCPMC9073402

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.