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Quantifying and Protecting the Privacy of Genomic Data

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Publications

Cryptographic Solutions for Credibility and Liability Issues of Genomic Data

Author(s): Erman Ayday, Qiang Tang, Arif Yilmaz
Published in: IEEE Transactions on Dependable and Secure Computing, 2017, Page(s) 1-1, ISSN 1545-5971
DOI: 10.1109/TDSC.2017.2690422

A utility maximizing and privacy preserving approach for protecting kinship in genomic databases

Author(s): Gulce Kale, Erman Ayday, Oznur Tastan
Published in: Bioinformatics, Issue 34/2, 2017, Page(s) 181-189, ISSN 1367-4803
DOI: 10.1093/bioinformatics/btx568

Re-identification of individuals in genomic data-sharing beacons via allele inference

Author(s): Nora von Thenen, Erman Ayday, A Ercument Cicek
Published in: Bioinformatics, 2018, ISSN 1367-4803
DOI: 10.1093/bioinformatics/bty643

Inference Attacks against Kin Genomic Privacy


Published in: ISSN 1540-7993
DOI: 10.1109/MSP.2017.3681052

An Inference Attack on Genomic Data Using Kinship, Complex Correlations, and Phenotype Information

Author(s): Iman Deznabi, Mohammad Mobayen, Nazanin Jafari, Oznur Tastan, Erman Ayday
Published in: IEEE/ACM Transactions on Computational Biology and Bioinformatics, Issue 15/4, 2018, Page(s) 1333-1343, ISSN 1545-5963
DOI: 10.1109/TCBB.2017.2709740

A privacy-preserving solution for compressed storage and selective retrieval of genomic data

Author(s): Zhicong Huang, Erman Ayday, Huang Lin, Raeka S. Aiyar, Adam Molyneaux, Zhenyu Xu, Jacques Fellay, Lars M. Steinmetz, Jean-Pierre Hubaux
Published in: Genome Research, Issue 26/12, 2016, Page(s) 1687-1696, ISSN 1088-9051
DOI: 10.1101/gr.206870.116

Quantifying Interdependent Risks in Genomic Privacy

Author(s): Mathias Humbert, Erman Ayday, Jean-Pierre Hubaux, Amalio Telenti
Published in: ACM Transactions on Privacy and Security, Issue 20/1, 2017, Page(s) 1-31, ISSN 2471-2566
DOI: 10.1145/3035538

Cryptographic Solutions for Genomic Privacy

Author(s): Erman Ayday
Published in: Financial Cryptography and Data Security, 2016, Page(s) 328-341
DOI: 10.1007/978-3-662-53357-4_22

Profile Matching Across Unstructured Online Social Networks




Inference Attacks Against Genomic Data-Sharing Beacons

Author(s): Nora von Thenen, Erman Ayday, Ercument Cicek
Published in: 2017

Collusion-Secure Watermarking for Sequential Data

Author(s): Arif Yilmaz, Erman Ayday
Published in: 2017

Profile Matching Across Unstructured Online Social Networks: Threats and Countermeasures

Author(s): Anisa Halimi, Erman Ayday
Published in: 2017