Erman Ayday

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 94

Top Venues

CoRR

Bioinform.

Proc. Priv. Enhancing Technol.

IEEE Trans. Dependable Secur. Comput.

Publications

Maryam Ghasemian, Erman Ayday
Privacy-Preserving Optimal Parameter Selection for Collaborative Clustering. CoRR (2024)
Tianxi Ji, Erman Ayday, Emre Yilmaz, Pan Li
Privacy-Preserving Fingerprinting Against Collusion and Correlation Threats in Genomic Data. Proc. Priv. Enhancing Technol. 2024 (3) (2024)
Alexander Nemecek, Yuzhou Jiang, Erman Ayday
Topic-based Watermarks for LLM-Generated Text. CoRR (2024)
Zahra Rahmani, Nahal Shahini, Nadav Gat, Zebin Yun, Yuzhou Jiang, Ofir Farchy, Yaniv Harel, Vipin Chaudhary, Mahmood Sharif, Erman Ayday
Privacy-Preserving Collaborative Genomic Research: A Real-Life Deployment and Vision. CoRR (2024)
Abdullah Çaglar Öksüz, Anisa Halimi, Erman Ayday
AUTOLYCUS: Exploiting Explainable Artificial Intelligence (XAI) for Model Extraction Attacks against Interpretable Models. Proc. Priv. Enhancing Technol. 2024 (4) (2024)
Yuzhou Jiang, Emre Yilmaz, Erman Ayday
Robust Fingerprint of Privacy-Preserving Location Trajectories. Proc. Priv. Enhancing Technol. 2023 (4) (2023)
Leonard Dervishi, Wenbiao Li, Anisa Halimi, Xiaoqian Jiang, Jaideep Vaidya, Erman Ayday
Privacy preserving identification of population stratification for collaborative genomic research. Bioinform. 39 (Supplement-1) (2023)
Emre Yilmaz, Erman Ayday
Probabilistic Fingerprinting Scheme for Correlated Data. DBSec (2023)
Tianxi Ji, Erman Ayday, Emre Yilmaz, Ming Li, Pan Li
Privacy-Preserving Database Fingerprinting. NDSS (2023)
Erman Ayday, Jaideep Vaidya, Xiaoqian Jiang, Amalio Telenti
Ensuring Trust in Genomics Research. TPS-ISA (2023)
Amr Abourayya, Jens Kleesiek, Kanishka Rao, Erman Ayday, Bharat Rao, Geoff Webb, Michael Kamp
Protecting Sensitive Data through Federated Co-Training. CoRR (2023)
Tianxi Ji, Erman Ayday, Emre Yilmaz, Pan Li
Towards Robust Fingerprinting of Relational Databases by Mitigating Correlation Attacks. IEEE Trans. Dependable Secur. Comput. 20 (4) (2023)
Abdullah Çaglar Öksüz, Anisa Halimi, Erman Ayday
AUTOLYCUS: Exploiting Explainable AI (XAI) for Model Extraction Attacks against Decision Tree Models. CoRR (2023)
Xiaojie Zhu, Erman Ayday, Roman Vitenberg
A Privacy-Preserving Framework for Conducting Genome-Wide Association Studies Over Outsourced Patient Data. IEEE Trans. Dependable Secur. Comput. 20 (3) (2023)
Xinyue Wang, Leonard Dervishi, Wen Tao Li, Erman Ayday, Xiaoqian Jiang, Jaideep Vaidya
Privacy-preserving federated genome-wide association studies via dynamic sampling. Bioinform. 39 (10) (2023)
Xiaojie Zhu, Erman Ayday, Roman Vitenberg, Narasimha Raghavan Veeraragavan
Privacy-Preserving Search for a Similar Genomic Makeup in the Cloud. IEEE Trans. Dependable Secur. Comput. 19 (4) (2022)
Yuzhou Jiang, Emre Yilmaz, Erman Ayday
Differentially Private Fingerprinting for Location Trajectories. CoRR (2022)
Mina Namazi, Duncan Ross, Xiaojie Zhu, Erman Ayday
zkFaith: Soonami's Zero-Knowledge Identity Protocol. CoRR (2022)
Leonard Dervishi, Xinyue Wang, Wentao Li, Anisa Halimi, Jaideep Vaidya, Xiaoqian Jiang, Erman Ayday
Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy. CoRR (2022)
Ryan Tatton, Erman Ayday, Youngjin Yoo, Anisa Halimi
ShareTrace: Contact Tracing with the Actor Model. HealthCom (2022)
Didem Demirag, Mina Namazi, Erman Ayday, Jeremy Clark
Privacy-Preserving Link Prediction. CoRR (2022)
Tianxi Ji, Erman Ayday, Emre Yilmaz, Pan Li
Robust Fingerprinting of Genomic Databases. CoRR (2022)
Yuzhou Jiang, Tianxi Ji, Erman Ayday
Differentially Private Genomic Data Release For GWAS Reproducibility. CoRR (2022)
Gamze Gürsoy, Bradley A. Malin, Erman Ayday, Ellen Wright Clayton
How to Achieve Privacy in Large Diverse Health Systems. AMIA (2022)
Anisa Halimi, Leonard Dervishi, Erman Ayday, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux, Xiaoqian Jiang, Jaideep Vaidya
Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies. Proc. Priv. Enhancing Technol. 2022 (3) (2022)
Pengcheng Fang, Peng Gao, Changlin Liu, Erman Ayday, Kangkook Jee, Ting Wang, Yanfang (Fanny) Ye, Zhuotao Liu, Xusheng Xiao
Back-Propagating System Dependency Impact for Attack Investigation. USENIX Security Symposium (2022)
Emre Yilmaz, Tianxi Ji, Erman Ayday, Pan Li
Genomic Data Sharing under Dependent Local Differential Privacy. CODASPY (2022)
Didem Demirag, Mina Namazi, Erman Ayday, Jeremy Clark
Privacy-Preserving Link Prediction. DPM/CBT@ESORICS (2022)
Ryan Tatton, Erman Ayday, Youngjin Yoo, Anisa Halimi
ShareTrace: Contact Tracing with Asynchronous, Parallel Message Passing on a Temporal Graph. CoRR (2022)
Leonard Dervishi, Xinyue Wang, Wentao Li, Anisa Halimi, Jaideep Vaidya, Xiaoqian Jiang, Erman Ayday
Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy. AMIA (2022)
Emre Yilmaz, Tianxi Ji, Erman Ayday, Pan Li
Genomic Data Sharing under Dependent Local Differential Privacy. CoRR (2021)
Abdullah Çaglar Öksüz, Erman Ayday, Ugur Güdükbay
Privacy-preserving and robust watermarking on sequential genome data using belief propagation and local differential privacy. Bioinform. 37 (17) (2021)
Tianxi Ji, Pan Li, Emre Yilmaz, Erman Ayday, Yanfang Ye, Jinyuan Sun
Differentially Private Binary- and Matrix-Valued Data Query: An XOR Mechanism. Proc. VLDB Endow. 14 (5) (2021)
Bahadir Durmaz, Erman Ayday
: Evaluating Privacy Risks Against Large-Scale Facial Search and Data Collection. INFOCOM Workshops (2021)
Erman Ayday, Youngjin Yoo, Anisa Halimi
ShareTrace: an iterative message passing algorithm for efficient and effective disease risk assessment on an interaction graph. BCB (2021)
Tianxi Ji, Emre Yilmaz, Erman Ayday, Pan Li
The Curse of Correlations for Robust Fingerprinting of Relational Databases. CoRR (2021)
Tianxi Ji, Erman Ayday, Emre Yilmaz, Pan Li
Differentially-Private Fingerprinting of Relational Databases. CoRR (2021)
Anisa Halimi, Leonard Dervishi, Erman Ayday, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux, Xiaoqian Jiang, Jaideep Vaidya
Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies. CoRR (2021)
Xiaojie Zhu, Erman Ayday, Roman Vitenberg
Privacy-Preserving Identification of Target Patients from Outsourced Patient Data. CoRR (2021)
Kerem Ayoz, Erman Ayday, A. Ercüment Çiçek
Genome Reconstruction Attacks Against Genomic Data-Sharing Beacons. Proc. Priv. Enhancing Technol. 2021 (3) (2021)
Nour Almadhoun Alserr, Gulce Kale, Onur Mutlu, Oznur Tastan, Erman Ayday
Near-Optimal Privacy-Utility Tradeoff in Genomic Studies Using Selective SNP Hiding. CoRR (2021)
Anisa Halimi, Erman Ayday
Real-time privacy risk quantification in online social networks. ASONAM (2021)
Tianxi Ji, Emre Yilmaz, Erman Ayday, Pan Li
The Curse of Correlations for Robust Fingerprinting of Relational Databases. RAID (2021)
Nour Almadhoun Alserr, Özgür Ulusoy, Erman Ayday, Onur Mutlu
GenShare: Sharing Accurate Differentially-Private Statistics for Genomic Datasets with Dependent Tuples. CoRR (2021)
Xiaojie Zhu, Erman Ayday, Roman Vitenberg
A Privacy-Preserving Framework for Outsourcing Location-Based Services to the Cloud. IEEE Trans. Dependable Secur. Comput. 18 (1) (2021)
Didem Demirag, Erman Ayday
Tracking the Invisible: Privacy-Preserving Contact Tracing to Control the Spread of a Virus. DPM/CBT@ESORICS (2020)
Emre Yilmaz, Erman Ayday
Collusion-Resilient Probabilistic Fingerprinting Scheme for Correlated Data. CoRR (2020)
Nour Almadhoun, Erman Ayday, Özgür Ulusoy
Differential privacy under dependent tuples - the case of genomic privacy. Bioinform. 36 (6) (2020)
Didem Demirag, Erman Ayday
Tracking and Controlling the Spread of a Virus in a Privacy-Preserving Way. CoRR (2020)
Nour Almadhoun, Erman Ayday, Özgür Ulusoy
Inference attacks against differentially private query results from genomic datasets including dependent tuples. Bioinform. 36 (Supplement-1) (2020)
Anisa Halimi, Erman Ayday
Profile Matching Across Online Social Networks. ICICS (2020)
Mert Bülent Sariyildiz, Ramazan Gokberk Cinbis, Erman Ayday
Key protected classification for collaborative learning. Pattern Recognit. 104 (2020)
Emre Yilmaz, Erman Ayday, Tianxi Ji, Pan Li
Preserving Genomic Privacy via Selective Sharing. WPES@CCS (2020)
Kerem Ayoz, Erman Ayday, A. Ercüment Çiçek
Genome Reconstruction Attacks Against Genomic Data-Sharing Beacons. CoRR (2020)
Anisa Halimi, Erman Ayday
Efficient Quantification of Profile Matching Risk in Social Networks. CoRR (2020)
Anisa Halimi, Erman Ayday
Profile Matching Across Online Social Networks. CoRR (2020)
Anisa Halimi, Erman Ayday
Efficient Quantification of Profile Matching Risk in Social Networks Using Belief Propagation. ESORICS (1) (2020)
Gamze Gürsoy, Arif O. Harmanci, Haixu Tang, Erman Ayday, Steven E. Brenner
Session Introduction. PSB (2019)
Xiaojie Zhu, Erman Ayday, Roman Vitenberg, Narasimha Raghavan Veeraragavan
Privacy-Preserving Search for a Similar Genomic Makeup in the Cloud. CoRR (2019)
Lianying Zhao, Joseph I. Choi, Didem Demirag, Kevin R. B. Butler, Mohammad Mannan, Erman Ayday, Jeremy Clark
One-Time Programs Made Practical. Financial Cryptography (2019)
Emre Yilmaz, Hakan Ferhatosmanoglu, Erman Ayday, Remzi Can Aksoy
Privacy-Preserving Aggregate Queries for Optimal Location Selection. IEEE Trans. Dependable Secur. Comput. 16 (2) (2019)
Nora von Thenen, Erman Ayday, A. Ercüment Çiçek
Re-identification of individuals in genomic data-sharing beacons via allele inference. Bioinform. 35 (3) (2019)
Erman Ayday, Qiang Tang, Arif Yilmaz
Cryptographic Solutions for Credibility and Liability Issues of Genomic Data. IEEE Trans. Dependable Secur. Comput. 16 (1) (2019)
Erman Ayday, Emre Yilmaz, Arif Yilmaz
Robust Optimization-Based Watermarking Scheme for Sequential Data. RAID (2019)
Lianying Zhao, Joseph I. Choi, Didem Demirag, Kevin R. B. Butler, Mohammad Mannan, Erman Ayday, Jeremy Clark
One-Time Programs made Practical. CoRR (2019)
Erman Ayday, Muhammad Naveed, Haixu Tang
GenoPri'17: International Workshop on Genome Privacy and Security. IEEE ACM Trans. Comput. Biol. Bioinform. 16 (4) (2019)
Mert Bülent Sariyildiz, Ramazan Gökberk Cinbis, Erman Ayday
Key Protected Classification for Collaborative Learning. CoRR (2019)
Mina Namazi, Cihan Eryonucu, Erman Ayday, Fernando Pérez-González
Dynamic attribute-based privacy-preserving genomic susceptibility testing. SAC (2019)
Gulce Kale, Erman Ayday, Oznur Tastan
A utility maximizing and privacy preserving approach for protecting kinship in genomic databases. Bioinform. 34 (2) (2018)
Emre Yilmaz, Hakan Ferhatosmanoglu, Erman Ayday, Remzi Can Aksoy
Privacy-Preserving Aggregate Queries for Optimal Location Selection. CoRR (2018)
Cihan Eryonucu, Erman Ayday, Engin Zeydan
A Demonstration of Privacy-Preserving Aggregate Queries for Optimal Location Selection. WOWMOM (2018)
Erman Ayday, Xiaoqian Jiang, Bradley A. Malin
GenoPri'16: International Workshop on Genome Privacy and Security. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (5) (2018)
Iman Deznabi, Mohammad Mobayen, Nazanin Jafari, Oznur Tastan, Erman Ayday
An Inference Attack on Genomic Data Using Kinship, Complex Correlations, and Phenotype Information. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (4) (2018)
Nabil Abubaker, Leonard Dervishi, Erman Ayday
Privacy-preserving fog computing paradigm. CNS (2017)
Mathias Humbert, Erman Ayday, Jean-Pierre Hubaux, Amalio Telenti
Quantifying Interdependent Risks in Genomic Privacy. ACM Trans. Priv. Secur. 20 (1) (2017)
Arif Yilmaz, Erman Ayday
Collusion-Secure Watermarking for Sequential Data. CoRR (2017)
Gurkan Tuna, Dimitrios G. Kogias, Vehbi Cagri Gungor, Cengiz Gezer, Erhan Taskin, Erman Ayday
A survey on information security threats and solutions for Machine to Machine (M2M) communications. J. Parallel Distributed Comput. 109 (2017)
Anisa Halimi, Erman Ayday
Profile Matching Across Unstructured Online Social Networks: Threats and Countermeasures. CoRR (2017)
Erman Ayday, Mathias Humbert
Inference Attacks against Kin Genomic Privacy. IEEE Secur. Priv. 15 (5) (2017)
Erin Avllazagaj, Erman Ayday, A. Ercüment Çiçek
Privacy-Related Consequences of Turkish Citizen Database Leak. CoRR (2016)
Noushin Salek Faramarzi, Erman Ayday, H. Altay Güvenir
A Privacy-Preserving Solution for the Bipartite Ranking Problem. ICMLA (2016)
Erman Ayday, Qiang Tang, Arif Yilmaz
Cryptographic Solutions for Credibility and Liability Issues of Genomic Data. IACR Cryptol. ePrint Arch. 2016 (2016)
Erman Ayday, Jean-Pierre Hubaux
Privacy and Security in the Genomic Era. CCS (2016)
Erman Ayday
Cryptographic Solutions for Genomic Privacy. Financial Cryptography Workshops (2016)
Erman Ayday, Emiliano De Cristofaro, Jean-Pierre Hubaux, Gene Tsudik
Whole Genome Sequencing: Revolutionary Medicine or Privacy Nightmare? Computer 48 (2) (2015)
Muhammad Naveed, Erman Ayday, Ellen Wright Clayton, Jacques Fellay, Carl A. Gunter, Jean-Pierre Hubaux, Bradley A. Malin, XiaoFeng Wang
Privacy in the Genomic Era. ACM Comput. Surv. 48 (1) (2015)
Ludovic Barman, Mohammed Taha Elgraini, Jean Louis Raisaro, Jean-Pierre Hubaux, Erman Ayday
Privacy Threats and Practical Solutions for Genetic Risk Tests. IEEE Symposium on Security and Privacy Workshops (2015)
Mohammed Alser, Nour Almadhoun, Azita Nouri, Can Alkan, Erman Ayday
Can you Really Anonymize the Donors of Genomic Data in Today's Digital World? DPM/QASA@ESORICS (2015)
Mathias Humbert, Kévin Huguenin, Joachim Hugonot, Erman Ayday, Jean-Pierre Hubaux
De-anonymizing Genomic Databases Using Phenotypic Traits. Proc. Priv. Enhancing Technol. 2015 (2) (2015)
Sahel Shariati Samani, Zhicong Huang, Erman Ayday, Mark Elliot, Jacques Fellay, Jean-Pierre Hubaux, Zoltán Kutalik
Quantifying Genomic Privacy via Inference Attack with High-Order SNV Correlations. IEEE Symposium on Security and Privacy Workshops (2015)
Muhammad Naveed, Erman Ayday, Ellen Wright Clayton, Jacques Fellay, Carl A. Gunter, Jean-Pierre Hubaux, Bradley A. Malin, XiaoFeng Wang
Privacy in the Genomic Era. IACR Cryptol. ePrint Arch. 2015 (2015)
Florian Tramèr, Zhicong Huang, Jean-Pierre Hubaux, Erman Ayday
Differential Privacy with Bounded Priors: Reconciling Utility and Privacy in Genome-Wide Association Studies. CCS (2015)
Mathias Humbert, Erman Ayday, Jean-Pierre Hubaux, Amalio Telenti
On Non-cooperative Genomic Privacy. Financial Cryptography (2015)
Zhicong Huang, Erman Ayday, Jacques Fellay, Jean-Pierre Hubaux, Ari Juels
GenoGuard: Protecting Genomic Data against Brute-Force Attacks. IEEE Symposium on Security and Privacy (2015)
Amalio Telenti, Erman Ayday, Jean-Pierre Hubaux
On genomics, kin, and privacy. F1000Research 3 (2014)
Muhammad Naveed, Erman Ayday, Ellen Wright Clayton, Jacques Fellay, Carl A. Gunter, Jean-Pierre Hubaux, Bradley A. Malin, XiaoFeng Wang
Privacy and Security in the Genomic Era. CoRR (2014)
Muhammad Naveed, Shashank Agrawal, Manoj Prabhakaran, XiaoFeng Wang, Erman Ayday, Jean-Pierre Hubaux, Carl A. Gunter
Controlled Functional Encryption. CCS (2014)
Mathias Humbert, Erman Ayday, Jean-Pierre Hubaux, Amalio Telenti
Reconciling Utility with Privacy in Genomics. WPES (2014)
Mathias Humbert, Erman Ayday, Jean-Pierre Hubaux, Amalio Telenti
Addressing the concerns of the lacks family: quantification of kin genomic privacy. CCS (2013)
Erman Ayday, Jean Louis Raisaro, Paul J. McLaren, Jacques Fellay, Jean-Pierre Hubaux
Privacy-Preserving Computation of Disease Risk by Using Genomic, Clinical, and Environmental Data. HealthTech (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Erman Ayday