🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Erman Ayday

Case Western Reserve University

ORCID: 0000-0003-3383-1081
Computer ScienceMedicineSocial SciencesBiochemistry, Genetics and Molecular Biology

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile
0Author DataRank

Indexed papers

1in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology
Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Papers

Driven by 18 papers. Top paper: “Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies”.

Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies

Proceedings on Privacy Enhancing Technologies(2022)10.56553/popets-2022-0094
N/A
0.406DataRank · unranked
14 citations

Leonard Dervishi, Erman Ayday, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Jean‐Pierre Hubaux +3 more

Preserving Genomic Privacy via Selective Sharing

Proceedings of the 19th Workshop on Privacy in the Electronic Society(2020)10.1145/3411497.3420214
N/A
0.292DataRank · unranked
6 citations

Erman Ayday, Tianxi Ji, Pan Li, Emre Yilmaz

An Ethical Approach to Genomic Privacy Preserving Technology Development

PubMed(2024)10.1109/ichi61247.2024.00102
N/A
0.241DataRank · unranked
4 citations

Erman Ayday, Lynette Hammond Gerido

Safeguarding Privacy in Genome Research: A Comprehensive Framework for Authors

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.09.20.614092
N/A
0.104DataRank · unranked
1 citations

Lynette Hammond Gerido, Erman Ayday, Maryam Ghasemian

Privacy-preserving federated genome-wide association studies via dynamic sampling

Bioinformatics(2023)10.1093/bioinformatics/btad639
N/A
0DataRank · unranked
13 citations

Leonard Dervishi, Wentao Li, Erman Ayday, Xiaoqian Jiang, Jaideep Vaidya +1 more

Privacy preserving identification of population stratification for collaborative genomic research

Bioinformatics(2023)10.1093/bioinformatics/btad274
N/A
0DataRank · unranked
5 citations

Wenbiao Li, Anisa Halimi, Xiaoqian Jiang, Jaideep Vaidya, Erman Ayday +1 more

Robust Fingerprint of Privacy-Preserving Location Trajectories

Proceedings on Privacy Enhancing Technologies(2023)10.56553/popets-2023-0095
N/A
0DataRank · unranked
3 citations

Emre Yılmaz, Erman Ayday, Yuzhou Jiang

Privacy-Preserving Database Fingerprinting

PubMed(2023)10.14722/ndss.2023.24693
N/A
0DataRank · unranked
9 citations

Erman Ayday, Emre Yılmaz, Ming Li, Pan Li, Tianxi Ji

The effect of kinship in re-identification attacks against genomic data sharing beacons

Bioinformatics(2020)10.1093/bioinformatics/btaa821
N/A
0DataRank · unranked
11 citations

Miray Ayşen, Erman Ayday, A. Ercüment Çiçek, Kerem Ayöz

Privacy-Preserving Fingerprinting Against Collusion and Correlation Threats in Genomic Data

Proceedings on Privacy Enhancing Technologies(2024)10.56553/popets-2024-0098
N/A
0DataRank · unranked
1 citations

Erman Ayday, Emre Yılmaz, Pan Li, Tianxi Ji

Privacy-preserving framework for genomic computations via multi-key homomorphic encryption

Bioinformatics(2025)10.1093/bioinformatics/btae754
N/A
0DataRank · unranked
8 citations

Mohammadali Farahpoor, Erman Ayday, Fernando Pérez‐González, Mina Namazi

Privacy-Preserving Verification of ML Preprocessing via Model Behavior Indicators

IEEE Transactions on Privacy(2025)10.1109/tp.2025.3628998
N/A
0DataRank · unranked
2 citations

Anisa Halimi, Jaideep Vaidya, Xiaoqian Jiang, Erman Ayday, Wenbiao Li

A reinforcement learning-based approach for dynamic privacy protection in genomic data sharing beacons

Genome biology(2025)10.1186/s13059-025-03871-5
N/A
0DataRank · unranked
1 citations

Sobhan Shukueian Tabrizi, Kerem Ayöz, Erman Ayday, Sinem Sav, A. Ercüment Çiçek +1 more

Privacy-Preserving Collaborative Population Stratification with Dynamic Algorithm and Hyperparameter Selection

PubMed(2025)10.1145/3765612.3767209
N/A
0DataRank · unranked
0 citations

Lynette Hammond Gerido, Erman Ayday, Maryam Ghasemian

Ensuring Trust in Genomics Research

PubMed(2023)10.1109/tps-isa58951.2023.00011
N/A
0DataRank · unranked
3 citations

Jaideep Vaidya, Xiaoqian Jiang, Amalio Telenti, Erman Ayday

Privacy-preserving and robust watermarking on sequential genome data using belief propagation and local differential privacy

Bioinformatics(2021)10.1093/bioinformatics/btab128
N/A
0DataRank · unranked
3 citations

Erman Ayday, Uğur Güdükbay, Abdullah Çağlar Öksüz

Towards Robust Fingerprinting of Relational Databases by Mitigating Correlation Attacks

IEEE Transactions on Dependable and Secure Computing(2022)10.1109/tdsc.2022.3191117
N/A
0DataRank · unranked
6 citations

Erman Ayday, Emre Yılmaz, Pan Li, Tianxi Ji

Robust fingerprinting of genomic databases

Bioinformatics(2022)10.1093/bioinformatics/btac243
N/A
0DataRank · unranked
5 citations

Erman Ayday, Emre Yılmaz, Pan Li, Tianxi Ji