Erman Ayday

Erman Ayday

Case Western Reserve University

H-index: 32

North America-United States

About Erman Ayday

Erman Ayday, With an exceptional h-index of 32 and a recent h-index of 24 (since 2020), a distinguished researcher at Case Western Reserve University, specializes in the field of Privacy, Data Security, Applied Cryptography, Trust and Reputation Management.

His recent articles reflect a diverse array of research interests and contributions to the field:

Topic-based Watermarks for LLM-Generated Text

Phase Identification in Synchrotron X-ray Diffraction Patterns of Ti–6Al–4V Using Computer Vision and Deep Learning

Privacy preserving identification of population stratification for collaborative genomic research

Ensuring Trust in Genomics Research

Robust Fingerprint of Privacy-Preserving Location Trajectories

Protecting Sensitive Data through Federated Co-Training

Tuning privacy-utility tradeoff in genomic studies using selective SNP hiding

Efficient federated kinship relationship identification

Erman Ayday Information

University

Position

___

Citations(all)

3351

Citations(since 2020)

1841

Cited By

2294

hIndex(all)

32

hIndex(since 2020)

24

i10Index(all)

61

i10Index(since 2020)

44

Email

University Profile Page

Case Western Reserve University

Google Scholar

View Google Scholar Profile

Erman Ayday Skills & Research Interests

Privacy

Data Security

Applied Cryptography

Trust and Reputation Management

Top articles of Erman Ayday

Title

Journal

Author(s)

Publication Date

Topic-based Watermarks for LLM-Generated Text

arXiv preprint arXiv:2404.02138

Alexander Nemecek

Yuzhou Jiang

Erman Ayday

2024/4/2

Phase Identification in Synchrotron X-ray Diffraction Patterns of Ti–6Al–4V Using Computer Vision and Deep Learning

Integrating Materials and Manufacturing Innovation

Weiqi Yue

Pawan K Tripathi

Gabriel Ponon

Zhuldyz Ualikhankyzy

Donald W Brown

...

2024/1/16

Privacy preserving identification of population stratification for collaborative genomic research

Bioinformatics

Leonard Dervishi

Wenbiao Li

Anisa Halimi

Xiaoqian Jiang

Jaideep Vaidya

...

2023/6/1

Ensuring Trust in Genomics Research

Erman Ayday

Jaideep Vaidya

Xiaoqian Jiang

Amalio Telenti

2023/11/1

Robust Fingerprint of Privacy-Preserving Location Trajectories

Proceedings on Privacy Enhancing Technologies

Yuzhou Jiang

Emre Yilmaz

Erman Ayday

2023

Protecting Sensitive Data through Federated Co-Training

arXiv preprint arXiv:2310.05696

Amr Abourayya

Jens Kleesiek

Kanishka Rao

Erman Ayday

Bharat Rao

...

2023/10/9

Tuning privacy-utility tradeoff in genomic studies using selective SNP hiding

Proceedings of the... Asia-Pacific bioinformatics conference

Nour Almadhoun Alserr

Gulce Kale

Onur Mutlu

Oznur Tastan

Erman Ayday

2023/4

Efficient federated kinship relationship identification

AMIA Summits on Translational Science Proceedings

Xinyue Wang

Leonard Dervishi

Wentao Li

Xiaoqian Jiang

Erman Ayday

...

2023

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

Bioinformatics

Xinyue Wang

Leonard Dervishi

Wentao Li

Erman Ayday

Xiaoqian Jiang

...

2023/10/1

Privacy preserving population stratification for collaborative genomic research

Leonard Dervishi

Wenbiao Li

Anisa Halimi

Xiaoqian Jiang

Jaideep Vaidya

...

2023/2/27

Autolycus: Exploiting explainable ai (xai) for model extraction attacks against decision tree models

Abdullah Caglar Oksuz

Anisa Halimi

Erman Ayday

2023/2/27

Probabilistic Fingerprinting Scheme for Correlated Data

Emre Yilmaz

Erman Ayday

2023/7/12

Robust Fingerprint of Location Trajectories Under Differential Privacy

Proceedings on Privacy Enhancing Technologies. Privacy Enhancing Technologies Symposium

Yuzhou Jiang

Emre Yilmaz

Erman Ayday

2023/7

Privacy-preserving database fingerprinting

NDSS symposium

Tianxi Ji

Erman Ayday

Emre Yilmaz

Ming Li

Pan Li

2023/2

A privacy-preserving framework for conducting genome-wide association studies over outsourced patient data

IEEE Transactions on Dependable and Secure Computing

Xiaojie Zhu

Erman Ayday

Roman Vitenberg

2022/6/14

ShareTrace: Contact Tracing with the Actor Model

Ryan Tatton

Erman Ayday

Youngjin Yoo

Anisa Halimi

2022/10/17

Genomic data sharing under dependent local differential privacy

Emre Yilmaz

Tianxi Ji

Erman Ayday

Pan Li

2022/4/14

Privacy-preserving link prediction

Didem Demirag

Mina Namazi

Erman Ayday

Jeremy Clark

2022/9/26

Facilitating federated genomic data analysis by identifying record correlations while ensuring privacy

AMIA Annual Symposium Proceedings

Leonard Dervishi

Xinyue Wang

Wentao Li

Anisa Halimi

Jaideep Vaidya

...

2022

Reproducibility-Oriented and Privacy-Preserving Genomic Dataset Sharing

arXiv preprint arXiv:2209.06327

Yuzhou Jiang

Tianxi Ji

Pan Li

Erman Ayday

2022/9/13

See List of Professors in Erman Ayday University(Case Western Reserve University)

Co-Authors

H-index: 97
Jean-Pierre Hubaux

Jean-Pierre Hubaux

École Polytechnique Fédérale de Lausanne

H-index: 67
Carl A. Gunter

Carl A. Gunter

University of Illinois at Urbana-Champaign

H-index: 65
Can Alkan

Can Alkan

Bilkent Üniversitesi

H-index: 64
XiaoFeng Wang

XiaoFeng Wang

Indiana University Bloomington

H-index: 62
Emiliano De Cristofaro

Emiliano De Cristofaro

University College London

H-index: 57
Ellen Wright Clayton

Ellen Wright Clayton

Vanderbilt University

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