Erman Ayday - RankMe

162 papers A* 11A 3B 15C 4Misc 4Journal 92Unranked 30

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Authenticated Contradictions from Desynchronized Provenance and Watermarking. CoRR Alexander Nemecek, Hengzhi He, Guang Cheng, Erman Ayday
2026	J	`jnl`	LoMime: Query-Efficient Membership Inference using Model Extraction in Label-Only Settings. CoRR Abdullah Çaglar Öksüz, Anisa Halimi, Erman Ayday
2026	J	`jnl`	Neighborhood Blending: A Lightweight Inference-Time Defense Against Membership Inference Attacks. CoRR Osama Zafar, Shaojie Zhan, Tianxi Ji, Erman Ayday
2026	J	`jnl`	Privacy-Preserving AI-Enabled Decentralized Learning and Employment Records System. CoRR Yuqiao Xu, Mina Namazi, Sahith Reddy Jalapally, Osama Zafar, Youngjin Yoo, Erman Ayday
2026	J	`jnl`	Quantifying Memorization and Privacy Risks in Genomic Language Models. CoRR Alexander Nemecek, Wenbiao Li, Xiaoqian Jiang, Jaideep Vaidya, Erman Ayday
2026	—	`conf`	VESPA: Vulnerability-Enhanced Selective Privacy Preservation Adaptation against Nucleotide Inference for Genomic Embeddings in Large Language Models. ICISSP (1) Reem Al-Saidi, Erman Ayday, Ziad Kobti
2025	—	`conf`	A User-Centric, Privacy-Preserving, and Verifiable Ecosystem for Personal Data Management and Utilization. ESORICS (4) Osama Zafar, Mina Namazi, Yuqiao Xu, Youngjin Yoo, Erman Ayday
2025	J	`jnl`	A User-Centric, Privacy-Preserving, and Verifiable Ecosystem for Personal Data Management and Utilization. CoRR Osama Zafar, Mina Namazi, Yuqiao Xu, Youngjin Yoo, Erman Ayday
2025	J	`jnl`	Cluster-Aware Attacks on Graph Watermarks. CoRR Alexander Nemecek, Emre Yilmaz, Erman Ayday
2025	B	`conf`	Comparing Reconstruction Attacks on Pretrained Versus Full Fine-tuned Large Language Model Embeddings on Homo Sapiens Splice Sites Genomic Data. TrustCom Reem Al-Saidi, Erman Ayday, Ziad Kobti
2025	J	`jnl`	Comparing Reconstruction Attacks on Pretrained Versus Full Fine-tuned Large Language Model Embeddings on Homo Sapiens Splice Sites Genomic Data. CoRR Reem Al-Saidi, Erman Ayday, Ziad Kobti
2025	J	`jnl`	Digital Agriculture Sandbox for Collaborative Research. CoRR Osama Zafar, Rosemarie Santa González, Alfonso Morales, Erman Ayday
2025	J	`jnl`	Empowering Digital Agriculture: A Privacy-Preserving Framework for Data Sharing and Collaborative Research. CoRR Osama Zafar, Rosemarie Santa González, Mina Namazi, Alfonso Morales, Erman Ayday
2025	—	`conf`	Exploring Membership Inference Vulnerabilities in Clinical Large Language Models. TPS-ISA Alexander Nemecek, Zebin Yun, Zahra Rahmani, Yaniv Harel, Vipin Chaudhary, Mahmood Sharif, Erman Ayday
2025	J	`jnl`	Exploring Membership Inference Vulnerabilities in Clinical Large Language Models. CoRR Alexander Nemecek, Zebin Yun, Zahra Rahmani, Yaniv Harel, Vipin Chaudhary, Mahmood Sharif, Erman Ayday
2025	A*	`conf`	Little Is Enough: Boosting Privacy by Sharing Only Hard Labels in Federated Semi-Supervised Learning. AAAI Amr Abourayya, Jens Kleesiek, Kanishka Rao, Erman Ayday, Bharat Rao, Geoffrey I. Webb, Michael Kamp
2025	J	`jnl`	PQFed: A Privacy-Preserving Quality-Controlled Federated Learning Framework. CoRR Weiqi Yue, Wenbiao Li, Yuzhou Jiang, Anisa Halimi, Roger French, Erman Ayday
2025	—	`conf`	Privacy-Preserving AI-Enabled Decentralized Learning and Employment Records System. TPS-ISA Yuqiao Xu, Mina Namazi, Sahith Reddy Jalapally, Osama Zafar, Youngjin Yoo, Erman Ayday
2025	—	`conf`	Privacy-Preserving Collaborative Population Stratification with Dynamic Algorithm and Hyperparameter Selection. BCB Maryam Ghasemian, Lynette Hammond Gerido, Erman Ayday
2025	J	`jnl`	Privacy-Preserving Model and Preprocessing Verification for Machine Learning. CoRR Wenbiao Li, Anisa Halimi, Xiaoqian Jiang, Jaideep Vaidya, Erman Ayday
2025	J	`jnl`	Privacy-preserving framework for genomic computations via multi-key homomorphic encryption. Bioinform. Mina Namazi, Mohammadali Farahpoor, Erman Ayday, Fernando Pérez-González
2025	—	`conf`	The Feasibility of Topic-Based Watermarking on Academic Peer Reviews. IJCNLP-AACL (Findings) Alexander Nemecek, Yuzhou Jiang, Erman Ayday
2025	J	`jnl`	The Feasibility of Topic-Based Watermarking on Academic Peer Reviews. CoRR Alexander Nemecek, Yuzhou Jiang, Erman Ayday
2025	J	`jnl`	Watermarking Without Standards Is Not AI Governance. CoRR Alexander Nemecek, Yuzhou Jiang, Erman Ayday
2025	J	`jnl`	ZKPROV: A Zero-Knowledge Approach to Dataset Provenance for Large Language Models. CoRR Mina Namazi, Alexander Nemecek, Erman Ayday
2024	J	`jnl`	AUTOLYCUS: Exploiting Explainable Artificial Intelligence (XAI) for Model Extraction Attacks against Interpretable Models. Proc. Priv. Enhancing Technol. Abdullah Çaglar Öksüz, Anisa Halimi, Erman Ayday
2024	—	`conf`	An Ethical Approach to Genomic Privacy Preserving Technology Development. ICHI Lynette Hammond Gerido, Erman Ayday
2024	—	`conf`	Privacy-Preserving Collaborative Genomic Research: A Real-Life Deployment and Vision. HealthSec@CCS Zahra Rahmani, Nahal Shahini, Nadav Gat, Zebin Yun, Yuzhou Jiang, Ofir Farchy, Yaniv Harel, Vipin Chaudhary, Erman Ayday, Mahmood Sharif
2024	J	`jnl`	Privacy-Preserving Collaborative Genomic Research: A Real-Life Deployment and Vision. CoRR Zahra Rahmani, Nahal Shahini, Nadav Gat, Zebin Yun, Yuzhou Jiang, Ofir Farchy, Yaniv Harel, Vipin Chaudhary, Mahmood Sharif, Erman Ayday
2024	J	`jnl`	Privacy-Preserving Data Linkage Across Private and Public Datasets for Collaborative Agriculture Research. CoRR Osama Zafar, Rosemarie Santa González, Gabriel Wilkins, Alfonso Morales, Erman Ayday
2024	J	`jnl`	Privacy-Preserving Fingerprinting Against Collusion and Correlation Threats in Genomic Data. Proc. Priv. Enhancing Technol. Tianxi Ji, Erman Ayday, Emre Yilmaz, Pan Li
2024	—	`conf`	Privacy-Preserving Optimal Parameter Selection for Collaborative Clustering. ESORICS Workshops (1) Maryam Ghasemian, Erman Ayday
2024	J	`jnl`	Privacy-Preserving Optimal Parameter Selection for Collaborative Clustering. CoRR Maryam Ghasemian, Erman Ayday
2024	—	`ed.`	Proceedings of the 23rd Workshop on Privacy in the Electronic Society, WPES 2024, Salt Lake City, UT, USA, October 14-18, 2024 WPES Erman Ayday, Jaideep Vaidya
2024	J	`jnl`	Topic-based Watermarks for LLM-Generated Text. CoRR Alexander Nemecek, Yuzhou Jiang, Erman Ayday
2024	J	`jnl`	Validating GWAS Findings through Reverse Engineering of Contingency Tables. CoRR Yuzhou Jiang, Erman Ayday
2024	A*	`conf`	WPES '24: 23rd Workshop on Privacy in the Electronic Society (WPES). CCS Erman Ayday, Jaideep Vaidya
2023	J	`jnl`	A Privacy-Preserving Framework for Conducting Genome-Wide Association Studies Over Outsourced Patient Data. IEEE Trans. Dependable Secur. Comput. Xiaojie Zhu, Erman Ayday, Roman Vitenberg
2023	J	`jnl`	AUTOLYCUS: Exploiting Explainable AI (XAI) for Model Extraction Attacks against Decision Tree Models. CoRR Abdullah Çaglar Öksüz, Anisa Halimi, Erman Ayday
2023	—	`conf`	Ensuring Trust in Genomics Research. TPS-ISA Erman Ayday, Jaideep Vaidya, Xiaoqian Jiang, Amalio Telenti
2023	J	`jnl`	Privacy preserving identification of population stratification for collaborative genomic research. Bioinform. Leonard Dervishi, Wenbiao Li, Anisa Halimi, Xiaoqian Jiang, Jaideep Vaidya, Erman Ayday
2023	A*	`conf`	Privacy-Preserving Database Fingerprinting. NDSS Tianxi Ji, Erman Ayday, Emre Yilmaz, Ming Li, Pan Li
2023	J	`jnl`	Privacy-preserving federated genome-wide association studies via dynamic sampling. Bioinform. Xinyue Wang, Leonard Dervishi, Wen Tao Li, Erman Ayday, Xiaoqian Jiang, Jaideep Vaidya
2023	B	`conf`	Probabilistic Fingerprinting Scheme for Correlated Data. DBSec Emre Yilmaz, Erman Ayday
2023	J	`jnl`	Protecting Sensitive Data through Federated Co-Training. CoRR Amr Abourayya, Jens Kleesiek, Kanishka Rao, Erman Ayday, Bharat Rao, Geoffrey I. Webb, Michael Kamp
2023	J	`jnl`	Robust Fingerprint of Privacy-Preserving Location Trajectories. Proc. Priv. Enhancing Technol. Yuzhou Jiang, Emre Yilmaz, Erman Ayday
2023	J	`jnl`	Towards Robust Fingerprinting of Relational Databases by Mitigating Correlation Attacks. IEEE Trans. Dependable Secur. Comput. Tianxi Ji, Erman Ayday, Emre Yilmaz, Pan Li
2022	A*	`conf`	Back-Propagating System Dependency Impact for Attack Investigation. USENIX Security Symposium Pengcheng Fang, Peng Gao, Changlin Liu, Erman Ayday, Kangkook Jee, Ting Wang, Yanfang (Fanny) Ye, Zhuotao Liu, Xusheng Xiao
2022	J	`jnl`	Differentially Private Fingerprinting for Location Trajectories. CoRR Yuzhou Jiang, Emre Yilmaz, Erman Ayday
2022	J	`jnl`	Differentially Private Genomic Data Release For GWAS Reproducibility. CoRR Yuzhou Jiang, Tianxi Ji, Erman Ayday
2022	Misc	`conf`	Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy. AMIA Leonard Dervishi, Xinyue Wang, Wentao Li, Anisa Halimi, Jaideep Vaidya, Xiaoqian Jiang, Erman Ayday
2022	J	`jnl`	Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy. CoRR Leonard Dervishi, Xinyue Wang, Wentao Li, Anisa Halimi, Jaideep Vaidya, Xiaoqian Jiang, Erman Ayday
2022	—	`conf`	Genomic Data Sharing under Dependent Local Differential Privacy. CODASPY Emre Yilmaz, Tianxi Ji, Erman Ayday, Pan Li
2022	Misc	`conf`	How to Achieve Privacy in Large Diverse Health Systems. AMIA Gamze Gürsoy, Bradley A. Malin, Erman Ayday, Ellen Wright Clayton
2022	—	`conf`	Privacy-Preserving Link Prediction. DPM/CBT@ESORICS Didem Demirag, Mina Namazi, Erman Ayday, Jeremy Clark
2022	J	`jnl`	Privacy-Preserving Link Prediction. CoRR Didem Demirag, Mina Namazi, Erman Ayday, Jeremy Clark
2022	J	`jnl`	Privacy-Preserving Search for a Similar Genomic Makeup in the Cloud. IEEE Trans. Dependable Secur. Comput. Xiaojie Zhu, Erman Ayday, Roman Vitenberg, Narasimha Raghavan Veeraragavan
2022	J	`jnl`	Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies. Proc. Priv. Enhancing Technol. Anisa Halimi, Leonard Dervishi, Erman Ayday, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux, Xiaoqian Jiang, Jaideep Vaidya
2022	J	`jnl`	Robust Fingerprinting of Genomic Databases. CoRR Tianxi Ji, Erman Ayday, Emre Yilmaz, Pan Li
2022	J	`jnl`	Robust fingerprinting of genomic databases. Bioinform. Tianxi Ji, Erman Ayday, Emre Yilmaz, Pan Li
2022	J	`jnl`	ShareTrace: Contact Tracing with Asynchronous, Parallel Message Passing on a Temporal Graph. CoRR Ryan Tatton, Erman Ayday, Youngjin Yoo, Anisa Halimi
2022	C	`conf`	ShareTrace: Contact Tracing with the Actor Model. HealthCom Ryan Tatton, Erman Ayday, Youngjin Yoo, Anisa Halimi
2022	J	`jnl`	zkFaith: Soonami's Zero-Knowledge Identity Protocol. CoRR Mina Namazi, Duncan Ross, Xiaojie Zhu, Erman Ayday
2021	J	`jnl`	A Privacy-Preserving Framework for Outsourcing Location-Based Services to the Cloud. IEEE Trans. Dependable Secur. Comput. Xiaojie Zhu, Erman Ayday, Roman Vitenberg
2021	J	`jnl`	Differentially Private Binary- and Matrix-Valued Data Query: An XOR Mechanism. Proc. VLDB Endow. Tianxi Ji, Pan Li, Emre Yilmaz, Erman Ayday, Yanfang Ye, Jinyuan Sun
2021	J	`jnl`	Differentially-Private Fingerprinting of Relational Databases. CoRR Tianxi Ji, Erman Ayday, Emre Yilmaz, Pan Li
2021	—	`conf`	Entering Watch Dogs INFOCOM Workshops Bahadir Durmaz, Erman Ayday
2021	J	`jnl`	GenShare: Sharing Accurate Differentially-Private Statistics for Genomic Datasets with Dependent Tuples. CoRR Nour Almadhoun Alserr, Özgür Ulusoy, Erman Ayday, Onur Mutlu
2021	J	`jnl`	Genome Reconstruction Attacks Against Genomic Data-Sharing Beacons. Proc. Priv. Enhancing Technol. Kerem Ayoz, Erman Ayday, A. Ercüment Çiçek
2021	J	`jnl`	Genomic Data Sharing under Dependent Local Differential Privacy. CoRR Emre Yilmaz, Tianxi Ji, Erman Ayday, Pan Li
2021	J	`jnl`	Near-Optimal Privacy-Utility Tradeoff in Genomic Studies Using Selective SNP Hiding. CoRR Nour Almadhoun Alserr, Gulce Kale, Onur Mutlu, Öznur Tastan, Erman Ayday
2021	J	`jnl`	Privacy-Preserving Identification of Target Patients from Outsourced Patient Data. CoRR Xiaojie Zhu, Erman Ayday, Roman Vitenberg
2021	J	`jnl`	Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies. CoRR Anisa Halimi, Leonard Dervishi, Erman Ayday, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux, Xiaoqian Jiang, Jaideep Vaidya
2021	J	`jnl`	Privacy-preserving and robust watermarking on sequential genome data using belief propagation and local differential privacy. Bioinform. Abdullah Çaglar Öksüz, Erman Ayday, Ugur Güdükbay
2021	B	`conf`	Real-time privacy risk quantification in online social networks. ASONAM Anisa Halimi, Erman Ayday
2021	—	`conf`	ShareTrace: an iterative message passing algorithm for efficient and effective disease risk assessment on an interaction graph. BCB Erman Ayday, Youngjin Yoo, Anisa Halimi
2021	A	`conf`	The Curse of Correlations for Robust Fingerprinting of Relational Databases. RAID Tianxi Ji, Emre Yilmaz, Erman Ayday, Pan Li
2021	J	`jnl`	The Curse of Correlations for Robust Fingerprinting of Relational Databases. CoRR Tianxi Ji, Emre Yilmaz, Erman Ayday, Pan Li
2020	J	`jnl`	Collusion-Resilient Probabilistic Fingerprinting Scheme for Correlated Data. CoRR Emre Yilmaz, Erman Ayday
2020	J	`jnl`	Differential privacy under dependent tuples - the case of genomic privacy. Bioinform. Nour Almadhoun, Erman Ayday, Özgür Ulusoy
2020	—	`conf`	Efficient Quantification of Profile Matching Risk in Social Networks Using Belief Propagation. ESORICS (1) Anisa Halimi, Erman Ayday
2020	J	`jnl`	Efficient Quantification of Profile Matching Risk in Social Networks. CoRR Anisa Halimi, Erman Ayday
2020	J	`jnl`	Genome Reconstruction Attacks Against Genomic Data-Sharing Beacons. CoRR Kerem Ayoz, Erman Ayday, A. Ercüment Çiçek
2020	J	`jnl`	Inference attacks against differentially private query results from genomic datasets including dependent tuples. Bioinform. Nour Almadhoun, Erman Ayday, Özgür Ulusoy
2020	J	`jnl`	Key protected classification for collaborative learning. Pattern Recognit. Mert Bülent Sariyildiz, Ramazan Gokberk Cinbis, Erman Ayday
2020	—	`conf`	Preserving Genomic Privacy via Selective Sharing. WPES@CCS Emre Yilmaz, Erman Ayday, Tianxi Ji, Pan Li
2020	C	`conf`	Profile Matching Across Online Social Networks. ICICS Anisa Halimi, Erman Ayday
2020	J	`jnl`	Profile Matching Across Online Social Networks. CoRR Anisa Halimi, Erman Ayday
2020	J	`jnl`	The effect of kinship in re-identification attacks against genomic data sharing beacons. Bioinform. Kerem Ayoz, Miray Aysen, Erman Ayday, A. Ercüment Çiçek
2020	J	`jnl`	Tracking and Controlling the Spread of a Virus in a Privacy-Preserving Way. CoRR Didem Demirag, Erman Ayday
2020	—	`conf`	Tracking the Invisible: Privacy-Preserving Contact Tracing to Control the Spread of a Virus. DPM/CBT@ESORICS Didem Demirag, Erman Ayday
2019	J	`jnl`	Cryptographic Solutions for Credibility and Liability Issues of Genomic Data. IEEE Trans. Dependable Secur. Comput. Erman Ayday, Qiang Tang, Arif Yilmaz
2019	Misc	`conf`	Dynamic attribute-based privacy-preserving genomic susceptibility testing. SAC Mina Namazi, Cihan Eryonucu, Erman Ayday, Fernando Pérez-González
2019	J	`jnl`	GenoPri'17: International Workshop on Genome Privacy and Security. IEEE ACM Trans. Comput. Biol. Bioinform. Erman Ayday, Muhammad Naveed, Haixu Tang
2019	J	`jnl`	Key Protected Classification for Collaborative Learning. CoRR Mert Bülent Sariyildiz, Ramazan Gökberk Cinbis, Erman Ayday
2019	—	`conf`	One-Time Programs Made Practical. Financial Cryptography Lianying Zhao, Joseph I. Choi, Didem Demirag, Kevin R. B. Butler, Mohammad Mannan, Erman Ayday, Jeremy Clark
2019	J	`jnl`	One-Time Programs made Practical. CoRR Lianying Zhao, Joseph I. Choi, Didem Demirag, Kevin R. B. Butler, Mohammad Mannan, Erman Ayday, Jeremy Clark
2019	J	`jnl`	Privacy-Preserving Aggregate Queries for Optimal Location Selection. IEEE Trans. Dependable Secur. Comput. Emre Yilmaz, Hakan Ferhatosmanoglu, Erman Ayday, Remzi Can Aksoy
2019	J	`jnl`	Privacy-Preserving Search for a Similar Genomic Makeup in the Cloud. CoRR Xiaojie Zhu, Erman Ayday, Roman Vitenberg, Narasimha Raghavan Veeraragavan
2019	J	`jnl`	Re-identification of individuals in genomic data-sharing beacons via allele inference. Bioinform. Nora von Thenen, Erman Ayday, A. Ercüment Çiçek
2019	A	`conf`	Robust Optimization-Based Watermarking Scheme for Sequential Data. RAID Erman Ayday, Emre Yilmaz, Arif Yilmaz
2019	Misc	`conf`	Session Introduction. PSB Gamze Gürsoy, Arif Ozgun Harmanci, Haixu Tang, Erman Ayday, Steven E. Brenner
2018	C	`conf`	A Demonstration of Privacy-Preserving Aggregate Queries for Optimal Location Selection. WOWMOM Cihan Eryonucu, Erman Ayday, Engin Zeydan
2018	J	`jnl`	A utility maximizing and privacy preserving approach for protecting kinship in genomic databases. Bioinform. Gulce Kale, Erman Ayday, Öznur Tastan
2018	J	`jnl`	An Inference Attack on Genomic Data Using Kinship, Complex Correlations, and Phenotype Information. IEEE ACM Trans. Comput. Biol. Bioinform. Iman Deznabi, Mohammad Mobayen, Nazanin Jafari, Öznur Tastan, Erman Ayday
2018	J	`jnl`	GenoPri'16: International Workshop on Genome Privacy and Security. IEEE ACM Trans. Comput. Biol. Bioinform. Erman Ayday, Xiaoqian Jiang, Bradley A. Malin
2018	J	`jnl`	Privacy-Preserving Aggregate Queries for Optimal Location Selection. CoRR Emre Yilmaz, Hakan Ferhatosmanoglu, Erman Ayday, Remzi Can Aksoy
2017	J	`jnl`	A survey on information security threats and solutions for Machine to Machine (M2M) communications. J. Parallel Distributed Comput. Gurkan Tuna, Dimitrios G. Kogias, Vehbi Cagri Gungor, Cengiz Gezer, Erhan Taskin, Erman Ayday
2017	J	`jnl`	Collusion-Secure Watermarking for Sequential Data. CoRR Arif Yilmaz, Erman Ayday
2017	J	`jnl`	Inference Attacks against Kin Genomic Privacy. IEEE Secur. Priv. Erman Ayday, Mathias Humbert
2017	—	`conf`	Privacy-preserving fog computing paradigm. CNS Nabil Abubaker, Leonard Dervishi, Erman Ayday
2017	J	`jnl`	Profile Matching Across Unstructured Online Social Networks: Threats and Countermeasures. CoRR Anisa Halimi, Erman Ayday
2017	J	`jnl`	Quantifying Interdependent Risks in Genomic Privacy. ACM Trans. Priv. Secur. Mathias Humbert, Erman Ayday, Jean-Pierre Hubaux, Amalio Telenti
2016	C	`conf`	A Privacy-Preserving Solution for the Bipartite Ranking Problem. ICMLA Noushin Salek Faramarzi, Erman Ayday, H. Altay Güvenir
2016	J	`jnl`	Cryptographic Solutions for Credibility and Liability Issues of Genomic Data. IACR Cryptol. ePrint Arch. Erman Ayday, Qiang Tang, Arif Yilmaz
2016	—	`conf`	Cryptographic Solutions for Genomic Privacy. Financial Cryptography Workshops Erman Ayday
2016	A*	`conf`	Privacy and Security in the Genomic Era. CCS Erman Ayday, Jean-Pierre Hubaux
2016	J	`jnl`	Privacy-Related Consequences of Turkish Citizen Database Leak. CoRR Erin Avllazagaj, Erman Ayday, A. Ercüment Çiçek
2015	—	`conf`	Can you Really Anonymize the Donors of Genomic Data in Today's Digital World? DPM/QASA@ESORICS Mohammed Alser, Nour Almadhoun, Azita Nouri, Can Alkan, Erman Ayday
2015	J	`jnl`	De-anonymizing Genomic Databases Using Phenotypic Traits. Proc. Priv. Enhancing Technol. Mathias Humbert, Kévin Huguenin, Joachim Hugonot, Erman Ayday, Jean-Pierre Hubaux
2015	A*	`conf`	Differential Privacy with Bounded Priors: Reconciling Utility and Privacy in Genome-Wide Association Studies. CCS Florian Tramèr, Zhicong Huang, Jean-Pierre Hubaux, Erman Ayday
2015	A*	`conf`	GenoGuard: Protecting Genomic Data against Brute-Force Attacks. IEEE Symposium on Security and Privacy Zhicong Huang, Erman Ayday, Jacques Fellay, Jean-Pierre Hubaux, Ari Juels
2015	—	`conf`	On Non-cooperative Genomic Privacy. Financial Cryptography Mathias Humbert, Erman Ayday, Jean-Pierre Hubaux, Amalio Telenti
2015	—	`conf`	Privacy Threats and Practical Solutions for Genetic Risk Tests. IEEE Symposium on Security and Privacy Workshops Ludovic Barman, Mohammed Taha Elgraini, Jean Louis Raisaro, Jean-Pierre Hubaux, Erman Ayday
2015	J	`jnl`	Privacy in the Genomic Era. ACM Comput. Surv. Muhammad Naveed, Erman Ayday, Ellen Wright Clayton, Jacques Fellay, Carl A. Gunter, Jean-Pierre Hubaux, Bradley A. Malin, Xiaofeng Wang
2015	J	`jnl`	Privacy in the Genomic Era. IACR Cryptol. ePrint Arch. Muhammad Naveed, Erman Ayday, Ellen Wright Clayton, Jacques Fellay, Carl A. Gunter, Jean-Pierre Hubaux, Bradley A. Malin, Xiaofeng Wang
2015	—	`conf`	Quantifying Genomic Privacy via Inference Attack with High-Order SNV Correlations. IEEE Symposium on Security and Privacy Workshops Sahel Shariati Samani, Zhicong Huang, Erman Ayday, Mark J. Elliot, Jacques Fellay, Jean-Pierre Hubaux, Zoltán Kutalik
2015	—	`ch.`	Threats and Solutions for Genomic Data Privacy. Medical Data Privacy Handbook Erman Ayday, Jean-Pierre Hubaux
2015	J	`jnl`	Whole Genome Sequencing: Revolutionary Medicine or Privacy Nightmare? Computer Erman Ayday, Emiliano De Cristofaro, Jean-Pierre Hubaux, Gene Tsudik
2014	A*	`conf`	Controlled Functional Encryption. CCS Muhammad Naveed, Shashank Agrawal, Manoj Prabhakaran, Xiaofeng Wang, Erman Ayday, Jean-Pierre Hubaux, Carl A. Gunter
2014	J	`jnl`	On genomics, kin, and privacy. F1000Research Amalio Telenti, Erman Ayday, Jean-Pierre Hubaux
2014	J	`jnl`	Privacy and Security in the Genomic Era. CoRR Muhammad Naveed, Erman Ayday, Ellen Wright Clayton, Jacques Fellay, Carl A. Gunter, Jean-Pierre Hubaux, Bradley A. Malin, Xiaofeng Wang
2014	—	`conf`	Reconciling Utility with Privacy in Genomics. WPES Mathias Humbert, Erman Ayday, Jean-Pierre Hubaux, Amalio Telenti
2013	A*	`conf`	Addressing the concerns of the lacks family: quantification of kin genomic privacy. CCS Mathias Humbert, Erman Ayday, Jean-Pierre Hubaux, Amalio Telenti
2013	B	`conf`	Iterative similarity inference via message passing in factor graphs for Collaborative Filtering. ITW Jun Zou, Arash Einolghozati, Erman Ayday, Faramarz Fekri
2013	B	`conf`	Personal use of the genomic data: Privacy vs. storage cost. GLOBECOM Erman Ayday, Jean Louis Raisaro, Jean-Pierre Hubaux
2013	A*	`conf`	Privacy-Enhancing Technologies for Medical Tests Using Genomic Data. NDSS Erman Ayday, Jean Louis Raisaro, Jean-Pierre Hubaux
2013	—	`conf`	Privacy-Preserving Computation of Disease Risk by Using Genomic, Clinical, and Environmental Data. HealthTech Erman Ayday, Jean Louis Raisaro, Paul J. McLaren, Jacques Fellay, Jean-Pierre Hubaux
2013	—	`conf`	Privacy-Preserving Processing of Raw Genomic Data. DPM/SETOP Erman Ayday, Jean Louis Raisaro, Urs Hengartner, Adam Molyneaux, Jean-Pierre Hubaux
2013	—	`conf`	Protecting and evaluating genomic privacy in medical tests and personalized medicine. WPES Erman Ayday, Jean Louis Raisaro, Jean-Pierre Hubaux, Jacques Rougemont
2013	J	`jnl`	The Chills and Thrills of Whole Genome Sequencing. CoRR Erman Ayday, Emiliano De Cristofaro, Jean-Pierre Hubaux, Gene Tsudik
2012	—	`conf`	A recommender system based on Belief Propagation over Pairwise Markov Random Fields. Allerton Conference Erman Ayday, Jun Zou, Arash Einolghozati, Faramarz Fekri
2012	J	`jnl`	A secure broadcasting scheme to provide availability, reliability and authentication for wireless sensor networks. Ad Hoc Networks Erman Ayday, Faramarz Fekri
2012	J	`jnl`	An Iterative Algorithm for Trust Management and Adversary Detection for Delay-Tolerant Networks. IEEE Trans. Mob. Comput. Erman Ayday, Faramarz Fekri
2012	B	`conf`	BP-P2P: Belief propagation-based trust and reputation management for P2P networks. SECON Erman Ayday, Faramarz Fekri
2012	J	`jnl`	BPRS: Belief Propagation Based Iterative Recommender System CoRR Erman Ayday, Arash Einolghozati, Faramarz Fekri
2012	B	`conf`	BPRS: Belief Propagation based iterative recommender system. ISIT Erman Ayday, Arash Einolghozati, Faramarz Fekri
2012	J	`jnl`	Data authenticity and availability in multihop wireless sensor networks. ACM Trans. Sens. Networks Erman Ayday, Farshid Delgosha, Faramarz Fekri
2012	J	`jnl`	Iterative Trust and Reputation Management Using Belief Propagation. IEEE Trans. Dependable Secur. Comput. Erman Ayday, Faramarz Fekri
2011	B	`conf`	Application of belief propagation to trust and reputation management. ISIT Erman Ayday, Faramarz Fekri
2011	—	`—`	Iterative algorithms for trust and reputation management and recommender systems () Erman Ayday
2011	B	`conf`	Robust Reputation Management Using Probabilistic Message Passing. GLOBECOM Erman Ayday, Faramarz Fekri
2011	—	`conf`	Secure, intuitive and low-cost device authentication for Smart Grid networks. CCNC Erman Ayday, Sridhar Rajagopal
2010	A	`conf`	A belief propagation based recommender system for online services. RecSys Erman Ayday, Faramarz Fekri
2010	J	`jnl`	A protocol for data availability in Mobile Ad-Hoc Networks in the presence of insider attacks. Ad Hoc Networks Erman Ayday, Faramarz Fekri
2009	B	`conf`	An iterative algorithm for trust and reputation management. ISIT Erman Ayday, Hanseung Lee, Faramarz Fekri
2008	B	`conf`	AuCRB: An Efficient Mechanism to Provide Availability, Reliability and Authentication for Multihop Broadcasting in Wireless Networks. SECON Erman Ayday, Farshid Delgosha, Faramarz Fekri
2008	B	`conf`	Using node accountability in credential based routing for mobile ad-hoc networks. MASS Erman Ayday, Faramarz Fekri
2007	B	`conf`	Efficient Broadcast Authentication for Wireless Sensor Networks. SECON Erman Ayday, Farshid Delgosha, Faramarz Fekri
2007	A*	`conf`	Location-Aware Security Services for Wireless Sensor Networks Using Network Coding. INFOCOM Erman Ayday, Farshid Delgosha, Faramarz Fekri
2007	B	`conf`	MKPS: a multivariate polynomial scheme for symmetric key-establishment in distributed sensor networks. IWCMC Farshid Delgosha, Erman Ayday, Faramarz Fekri
2006	B	`conf`	Security Services in Wireless Sensor Networks Using Sparse Random Coding. SECON Farshid Delgosha, Erman Ayday, Kevin Sean Chan, Faramarz Fekri