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Erman Ayday

Genomic Data Privacy Differential Privacy Secure Data Analytics Trust And Reputation Management Cybersecurity For Smart Systems
Case Western Reserve University Computer and Data Sciences

About

Erman Ayday, Ph.D., is an Associate Professor in the Department of Computer and Data Sciences at the Case School of Engineering, Case Western Reserve University. He earned his Ph.D. (2011) and M.S. (2007) in Electrical and Computer Engineering from the Georgia Institute of Technology, and his B.S. in Electrical and Electronics Engineering from Middle East Technical University in 2005. His research focuses on privacy-enhancing technologies, data security, and applied cryptography, with strong emphasis on genomic privacy, big data analytics, trust and reputation management, information retrieval, wireless sensor networks, and cybersecurity for smart and distributed systems. He has an extensive publication record in leading journals and conferences, particularly in genomic data privacy, differential privacy, and secure data analytics.

Research Performance Summary

193
Total Papers
4190
Total Citations
34
H-Index
2006-2026
Active Research Span

First Recorded Paper

Security services in wireless sensor networks using sparse random coding

Year: 2006

Citations: 7

Venue: 2006 3rd Annual IEEE Communications Society on Sensor and Ad Hoc

Latest Recorded Paper

Population-structure statistics for privacy-preserving data analysis

Year: 2026

Citations: 0

Venue: US Patent App. 19/255

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2026
2
2025
21
2024
13
2023
22
2022
17
2021
14
2020
12
2019
10
2018
8
2017
11
2016
9

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 86
Journal 16
Book 2

Top Coauthors

Ayday Hubaux Jiang

Research Impact by Period

2025-2026

Period Stats
Papers 23
Citations 19
Avg. Citations / Paper 0.8
H-Index 3

2020-2024

Period Stats
Papers 78
Citations 679
Avg. Citations / Paper 8.7
H-Index 14

2015-2019

Period Stats
Papers 49
Citations 1934
Avg. Citations / Paper 39.5
H-Index 21

2010-2014

Period Stats
Papers 36
Citations 1395
Avg. Citations / Paper 38.8
H-Index 18

2005-2009

Period Stats
Papers 7
Citations 163
Avg. Citations / Paper 23.3
H-Index 5

Contact and Professional Links

Contact Information

erman.ayday@case.edu

Detected Research Keywords

Wireless Sensor Networks Trust Reputation Management Genomic Data Sharing Genomic Data Privacy Autolycus Exploiting Explainable Xai Model Extraction Model Extraction Attacks Extraction Attacks Against Genome Wide Association Wide Association Studies