Erman Ayday

2.6k total citations
92 papers, 1.5k citations indexed

About

Erman Ayday is a scholar working on Artificial Intelligence, Computer Networks and Communications and Public Health, Environmental and Occupational Health. According to data from OpenAlex, Erman Ayday has authored 92 papers receiving a total of 1.5k indexed citations (citations by other indexed papers that have themselves been cited), including 65 papers in Artificial Intelligence, 20 papers in Computer Networks and Communications and 19 papers in Public Health, Environmental and Occupational Health. Recurrent topics in Erman Ayday's work include Privacy-Preserving Technologies in Data (45 papers), Cryptography and Data Security (24 papers) and Ethics in Clinical Research (19 papers). Erman Ayday is often cited by papers focused on Privacy-Preserving Technologies in Data (45 papers), Cryptography and Data Security (24 papers) and Ethics in Clinical Research (19 papers). Erman Ayday collaborates with scholars based in United States, Türkiye and Switzerland. Erman Ayday's co-authors include Jean‐Pierre Hubaux, Faramarz Fekri, Mathias Humbert, Jacques Fellay, Jean Louis Raisaro, Amalio Telenti, Carl A. Gunter, Zhicong Huang, Muhammad Naveed and A. Ercüment Çiçek and has published in prestigious journals such as SHILAP Revista de lepidopterología, Bioinformatics and Genome Research.

In The Last Decade

Erman Ayday

86 papers receiving 1.4k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Erman Ayday United States	24	926	320	312	263	218	92	1.5k
Noman Mohammed Canada	24	1.7k 1.8×	447 1.4×	134 0.4×	381 1.4×	98 0.4×	83	2.2k
Juan Ramón Troncoso-Pastoriza Spain	15	626 0.7×	99 0.3×	81 0.3×	220 0.8×	43 0.2×	43	974
Liming Pan China	13	318 0.3×	84 0.3×	57 0.2×	51 0.2×	81 0.4×	37	998
Congzheng Song United States	11	2.5k 2.8×	182 0.6×	40 0.1×	268 1.0×	47 0.2×	15	2.9k
Peter Mork United States	18	681 0.7×	610 1.9×	133 0.4×	419 1.6×	7 0.0×	43	1.6k
Yue Wang China	22	1.1k 1.2×	152 0.5×	30 0.1×	336 1.3×	9 0.0×	156	1.8k
Vaibhav Rajan Singapore	15	270 0.3×	57 0.2×	18 0.1×	109 0.4×	23 0.1×	62	741
Bing Tian Dai Singapore	16	726 0.8×	108 0.3×	23 0.1×	165 0.6×	10 0.0×	44	1.2k
Jesualdo Tomás Fernández‐Breis Spain	25	931 1.0×	115 0.4×	56 0.2×	521 2.0×	12 0.1×	125	1.6k

Countries citing papers authored by Erman Ayday

Since Specialization

Citations

This map shows the geographic impact of Erman Ayday's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Erman Ayday with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Erman Ayday more than expected).

Fields of papers citing papers by Erman Ayday

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Erman Ayday. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Erman Ayday. The network helps show where Erman Ayday may publish in the future.

Co-authorship network of co-authors of Erman Ayday

This figure shows the co-authorship network connecting the top 25 collaborators of Erman Ayday. A scholar is included among the top collaborators of Erman Ayday based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Erman Ayday. Erman Ayday is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Ayday, Erman, et al.. (2025). Privacy-preserving framework for genomic computations via multi-key homomorphic encryption. Bioinformatics. 41(3). 1 indexed citations

Ayday, Erman, et al.. (2024). An Ethical Approach to Genomic Privacy Preserving Technology Development. PubMed. 2024. 638–641.

Ji, Tianxi, et al.. (2024). Privacy-Preserving Fingerprinting Against Collusion and Correlation Threats in Genomic Data. Proceedings on Privacy Enhancing Technologies. 2024(3). 659–673. 1 indexed citations

Ayday, Erman, et al.. (2024). AUTOLYCUS: Exploiting Explainable Artificial Intelligence (XAI) for Model Extraction Attacks against Interpretable Models. Proceedings on Privacy Enhancing Technologies. 2024(4). 684–699. 3 indexed citations

Yılmaz, Emre, et al.. (2023). Robust Fingerprint of Privacy-Preserving Location Trajectories. Proceedings on Privacy Enhancing Technologies. 2023(4). 5–20. 2 indexed citations

Ji, Tianxi, Erman Ayday, Emre Yılmaz, Ming Li, & Pan Li. (2023). Privacy-Preserving Database Fingerprinting. PubMed. 2023. 1 indexed citations

Wang, Xinyue, et al.. (2023). Privacy-preserving federated genome-wide association studies via dynamic sampling. Bioinformatics. 39(10). 2 indexed citations

Ayday, Erman, et al.. (2021). Privacy-preserving and robust watermarking on sequential genome data using belief propagation and local differential privacy. Bioinformatics. 37(17). 2668–2674. 2 indexed citations

Ayday, Erman, et al.. (2021). Genome Reconstruction Attacks Against Genomic Data-Sharing Beacons. SHILAP Revista de lepidopterología. 19 indexed citations

10.

Ayday, Erman, et al.. (2020). The effect of kinship in re-identification attacks against genomic data sharing beacons. Bioinformatics. 36(Supplement_2). i903–i910. 6 indexed citations

11.

Ayday, Erman, et al.. (2019). Robust Optimization-Based Watermarking Scheme for Sequential Data.. 323–336. 2 indexed citations

12.

Ayday, Erman, et al.. (2018). Re-identification of individuals in genomic data-sharing beacons via allele inference. Bioinformatics. 35(3). 365–371. 48 indexed citations

13.

Ayday, Erman, et al.. (2018). Realizing the potential of blockchain technologies in genomics. Genome Research. 28(9). 1255–1263. 84 indexed citations

14.

Huang, Zhicong, Erman Ayday, Raeka S. Aiyar, et al.. (2016). A privacy-preserving solution for compressed storage and selective retrieval of genomic data. Genome Research. 26(12). 1687–1696. 25 indexed citations

15.

Ayday, Erman, et al.. (2014). Privacy and Security in the Genomic Era. 1 indexed citations

16.

Ayday, Erman, et al.. (2013). Privacy-Preserving Computation of Disease Risk by Using Genomic, Clinical, and Environmental Data (poster version). Infoscience (Ecole Polytechnique Fédérale de Lausanne). 1 indexed citations

17.

Ayday, Erman, et al.. (2013). Towards Privacy Compliance in the Management of Raw Genomic Data. Infoscience (Ecole Polytechnique Fédérale de Lausanne). 1 indexed citations

18.

Ayday, Erman, Jean Louis Raisaro, Mathias Humbert, & Jean‐Pierre Hubaux. (2013). Towards Quantifying and Preventing the Leakage of Genomic Data Using Privacy-Enhancing Technologies. Infoscience (Ecole Polytechnique Fédérale de Lausanne). 1 indexed citations

19.

Ayday, Erman, Jean Louis Raisaro, Paul J. McLaren, Jacques Fellay, & Jean‐Pierre Hubaux. (2013). Privacy-preserving computation of disease risk by using genomic, clinical, and environmental data. Infoscience (Ecole Polytechnique Fédérale de Lausanne). 1–1. 43 indexed citations

20.

Ayday, Erman, et al.. (2006). Security Services in Wireless Sensor Networks Using Sparse Random Coding. 40–49. 2 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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