Resolving Individuals Contributing Trace Amounts of DNA to Highly Complex Mixtures Using High-Density SNP Genotyping Microarrays
Homer, Nils, Szelinger, Szabolcs, Redman, Margot, Duggan, David, Tembe, Waibhav, Muehling, Jill, Pearson, John V., Stephan, Dietrich A., Nelson, Stanley F., Craig, David W.·2008·PLoS Genetics
Cited by (1,000)
Items 401–500 of 1,000
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- Consent and Internet-Enabled Human GenomicsGreg C. Gibson, Gregory P. Copenhaver · 2010 · PLoS Genetics
- Priv'IT: Private and Sample Efficient Identity TestingBryan Cai, Constantinos Daskalakis, Gautam Kamath · 2017 · arXiv (Cornell University)
- Identifying genetic relatives without compromising privacyDan He, Nicholas A. Furlotte, Farhad Hormozdiari, Jong Wha J. Joo, Akshay Wadia, Rafail Ostrovsky, Amit Sahai, Eleazar Eskin · 2014 · Genome Research
- Addressing contemporary threats in anonymised healthcare data using privacy engineeringSanjiv M. Narayan, Nitin Kohli, Megan M. Martin · 2025 · npj Digital Medicine
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- Differentially-Private Logistic Regression for Detecting Multiple-SNP Association in GWAS DatabasesFei Yu, Michal Rybár, Caroline Uhler, Stephen E. Fienberg · 2014 · Lecture notes in computer science
- Creating a surrogate commuter network from Australian Bureau of Statistics census dataKristopher M. Fair, Cameron Zachreson, Mikhail Prokopenko · 2019 · Scientific Data
- Systems Analysis of High-Throughput DataRosemary Braun · 2014 · Advances in experimental medicine and biology
- Potential risks and solutions for sharing genome summary data from African populationsNicki Tiffin · 2019 · BMC Medical Genomics
- Cybersecurity in Science and Medicine: Threats and ChallengesFrank Luh, Yun Yen · 2020 · Trends in biotechnology
- Open Access Data Sharing in Genomic ResearchStacey Pereira, Richard A. Gibbs, Amy L. McGuire · 2014 · Genes
- On the Importance of Difficulty Calibration in Membership Inference AttacksLauren Watson, Chuan Guo, Graham Cormode, Alexandre Sablayrolles · 2021 · arXiv (Cornell University)
- Secure multi-party differential privacyPeter Kairouz, Sewoong Oh, Pramod Viswanath · 2015 · neural information processing systems
- Is useful research data usually shared? An investigation of genome-wide association study summary statisticsMike A Thelwall, Marcus Robert Munafo, Amalia Más-Bleda, Emma Stuart, Meiko Makita, Verena Weigert, Chris Keene, Nushrat Khan, Katie Drax, Kayvan Kousha · 2020 · PLoS ONE
- SoK: Managing risks of linkage attacks on data privacyJovan Powar, Alastair R. Beresford · 2023 · Proceedings on Privacy Enhancing Technologies
- Genomic Anonymity: Have We Already Lost It?Dov S. Greenbaum, Jiang Du, Mark Gerstein · 2008 · The American Journal of Bioethics
- Controlling the signal: Practical privacy protection of genomic data sharing through Beacon servicesZhiyu Wan, Yevgeniy Vorobeychik, Murat Kantarcıoğlu, Bradley Malin · 2017 · BMC Medical Genomics
- Minimax-optimal privacy-preserving sparse PCA in distributed systemsJason Ge, Zhaoran Wang, Mengdi Wang, Han Liu · 2018
- Architectural Design of a Blockchain-Enabled, Federated Learning Platform for Algorithmic Fairness in Predictive Health Care: Design Science StudyXueping Liang, Juan Zhao, Yan Chen, Eranga Bandara, Sachin S. Shetty · 2023 · Journal of Medical Internet Research
- A Duty to Forget, a Right to be Assured? Exposing Vulnerabilities in Machine Unlearning ServicesHongsheng Hu, Shuo Wang, Jiamin Chang, Haonan Zhong, Ruoxi Sun, Shuang Hao, Haojin Zhu, Minhui Xue · 2024 · Network and Distributed System Security Symposium
- Towards Understanding Differential PrivacyBrooke Bullek, Stephanie Garboski, Darakhshan Mir, Evan M. Peck · 2017 · CHI Conference on Human Factors in Computing Systems
- A differential privacy DNA motif finding method based on closed frequent patternsXiang Wu, Yuyang Wei, Yaqing Mao, Liang Wang · 2018 · Cluster Computing
- The research participant perspective related to the conduct of genomic cohort studies: A systematic review of the quantitative literatureDeborah Goodman, Deborah J. Bowen, Lari B. Wenzel, Paris Tehrani, Francis Fernando, Araksi Khacheryan, Farihah Chowdhury, Catherine Owens Johnson, Karen L. Edwards · 2018 · Translational Behavioral Medicine
- An Attack-Based Evaluation Method for Differentially Private Learning Against Model Inversion AttackCheol-Hee Park, Dowon Hong, Changho Seo · 2019 · IEEE Access
- Ethical issues in global neuroimaging genetics collaborationsAndrea C. Palk, Judy Illes, Paul M. Thompson, Dan Joseph Stein · 2020 · NeuroImage
- Evolution of single‐nucleotide polymorphism use in forensic geneticsNicole M.M. Novroski, Jennifer C. Cihlar · 2022 · Wiley Interdisciplinary Reviews Forensic Science
- Efficient differentially private learning improves drug sensitivity predictionAntti Honkela, Mrinal Das, Arttu Nieminen, Onur Dikmen, Samuel Kaski A · 2018 · Biology Direct
- Evaluating the Strength of Genomic Privacy MetricsIsabel Wagner · 2017 · ACM Transactions on Privacy and Security
- Inference Attacks against Kin Genomic PrivacyErman Ayday, Mathias Humbert · 2017 · IEEE Security & Privacy
- Differentially Private ANOVA TestingZachary Campbell, Andrew P. Bray, Anna Ritz, Adam Groce · 2018 · International Conference on Data Intelligence and Security (ICDIS)
- Individual Sensitivity Preprocessing for Data PrivacyRachel Cummings, David Durfee · 2019 · Society for Industrial and Applied Mathematics eBooks
- CoinPress: Practical Private Mean and Covariance EstimationBiswas, Sourav, Dong, Yihe, Kamath, Gautam, Ullman, Jonathan · 2020 · arXiv
- Assessing Privacy Vulnerabilities in Genetic Data Sets: Scoping ReviewMara Thomas, Nuria K. Mackes, Asad Preuss-Dodhy, Thomas Wieland, Markus Bundschus · 2024 · JMIR Bioinformatics and Biotechnology
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- Who should have access to genomic data and how should they be held accountable? Perspectives of Data Access Committee members and expertsMahsa Shabani, Adrian Thorogood, Pascal Borry · 2016 · European Journal of Human Genetics
- Sufficiency Revisited: Rethinking Statistical Algorithms in the Big Data EraJarod Y. L. Lee, JAMES J. BROWN, LOUISE M. RYAN · 2016 · The American Statistician
- Implementation and Evaluation of an Algorithm for Cryptographically Private Principal Component Analysis on Genomic DataDan Bogdanov, Liina Kamm, Sven Laur, Ville Sokk · 2018 · IEEE Transactions on Computational Biology and Bioinformatics
- Inference attacks against differentially private query results from genomic datasets including dependent tuplesNour Almadhoun Alserr, Erman Ayday, Özgür Ulusoy · 2020 · Bioinformatics
- Citizen-centered, auditable and privacy-preserving population genomicsDennis Grishin, Jean Louis Raisaro, Juan Ramón Troncoso-Pastoriza, Kamal Obbad, Kevin Quinn, Mickaël Misbach, Jared Gollhardt, Joao Sa, Jacques Fellay, George McDonald Church et al. · 2021 · Nature Computational Science
- Blockchain-Based Privacy-Preserving System for Genomic Data Management Using Local Differential PrivacyYoung-Hoon Park, Yejin Kim, Junho Shim · 2021 · Electronics
- Debiasing Learning for Membership Inference Attacks Against Recommender SystemsZihan Wang, Na Huang, Fei Sun, Pengjie Ren, Zhumin Chen, Hengliang Luo, Maarten de Rijke, Zhaochun Ren · 2022 · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
- Confidentiality Protection in the 2020 US Census of Population and HousingJohn Maron Abowd, Michael B. Hawes · 2022 · Annual Review of Statistics and Its Application
- A practical guide to interpretation and clinical application of personal genomic screeningEmily A. Edelman, Charis Eng · 2009 · BMJ
- Stem Cells and Ethics: Current IssuesJennifer Blair McCormick, Holly A. Huso · 2009 · Journal of Cardiovascular Translational Research
- A Mechanism for Controlled Access to GWAS Data: Experience of the GAIN Data Access CommitteeErin M. Ramos, Corina Din-Lovinescu, Ebony Bookman, Lisa J. McNeil, Carl C. Baker, Georgy Godynskiy, E. L. Harris, Thomas Lehner, Catherine McKeon, Joel Moss et al. · 2013 · The American Journal of Human Genetics
- Large-Scale Privacy-Preserving Statistical Computations for Distributed Genome-Wide Association StudiesTkachenko, Oleksandr, Weinert, Christian, Schneider, Thomas, Hamacher, Kay · 2018 · Proceedings of the 2018 on Asia Conference on Computer and Communications Security
- Incomplete human reference genomes can drive false sex biases and expose patient-identifying information in metagenomic dataCaitlin Guccione, Lucas Patel, Yoshihiko Tomofuji, Daniel L. McDonald, Antonio Gonzalez, Gregory D. Sepich‐Poore, Kyuto Sonehara, Mohsen Zakeri, Yang Chen, Amanda Hazel Dilmore et al. · 2025 · Nature Communications
- DISTMIX: direct imputation of summary statistics for unmeasured SNPs from mixed ethnicity cohortsDonghyung Lee, T. Bernard Bigdeli, Vernell S. Williamson, Vladimir I. Vladimirov, Brien P. Riley, Ayman H. Fanous, Silviu‐Alin Bacanu · 2015 · Bioinformatics
- International Data Sharing in Practice: New Technologies Meet Old GovernanceMadeleine J. Murtagh, Andrew James Turner, Joel T. Minion, Michaela Fay, Paul R. Burton · 2016 · Biopreservation and Biobanking
- Differentially private false discovery rate controlCynthia Dwork, Weijie Su, Li Zhang · 2021 · Journal of Privacy and Confidentiality
- A review of preserving privacy in data collected from buildings with differential privacyK Janghyun, H Barry, H Tianzhen, Marc A. P · 2022 · Journal of Building Engineering
- Informed consent in the context of pharmacogenomic research: ethical considerationsHeidi Carmen Howard, Yann Joly, Denise M. Avard, Nathalie Laplante, M Phillips, Jean‐Claude Tardif · 2011 · The Pharmacogenomics Journal
- The discombobulation of de-identificationMark A. Phillips, Bartha Maria Knoppers · 2016 · Nature Biotechnology
- Revisiting Membership Inference Under Realistic AssumptionsBargav Jayaraman, Lingxiao Wang, Katherine Knipmeyer, Quanquan Gu, David Evans · 2021 · Proceedings on Privacy Enhancing Technologies
- Sequre: a high-performance framework for secure multiparty computation enables biomedical data sharingHaris Smajlović, Ariya Shajii, Bonnie Berger, Hyunghoon Cho, Ibrahim Numanagić · 2023 · Genome biology
- The Bio-PIN: a concept to improve biobankingJ. Jaap Nietfeld, Jeremy Sugarman, Jan-Eric Litton · 2011 · Nature reviews. Cancer
- Genome-wide association database developed in the Japanese Integrated Database ProjectAsako Koike, Nao Nishida, Ituro Inoue, Shoji Tsuji, Katsushi Tokunaga · 2009 · Journal of Human Genetics
- Designing statistical privacy for your dataAshwin Machanavajjhala, Daniel Kifer · 2015 · Communications of the ACM
- PREMIX: PRivacy-preserving EstiMation of Individual admiXture.Feng Chen, Michelle T. Dow, Sijie Ding, Yao Lu, Xiaoqian Jiang, Hua Tang, Shuang Wang · 2016 · PubMed Central
- Privacy Preserving Distributed Deep Learning and Its Application in Credit Card Fraud DetectionYang Wang, Stephen Adams, Peter A. Beling, Steven L. Greenspan, Sridhar Rajagopalan, Maria Velez-Rojas, Serge Mankovski, Steven M. Boker, Donald E. Brown · 2018 · IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)
- An open access pilot freely sharing cancer genomic data from participants in TexasLauren B. Becnel, Stacey Pereira, Jennifer Drummond, Marie‐Claude Gingras, Kyle R. Covington, Christie Kovar, HarshaVardhan Doddapaneni, Jianhong Hu, Donna Marie Muzny, Amy L. McGuire et al. · 2016 · Scientific Data
- Sampling Attacks: Amplification of Membership Inference Attacks by Repeated QueriesShadi Rahimian, Tribhuvanesh Orekondy, Mario Fritz · 2020 · arXiv (Cornell University)
- Practical Barriers and Ethical Challenges in Genetic Data SharingClaire L. Simpson, Aaron J. Goldenberg, Rob Culverhouse, Denise Daley, Robert P. Igo, Gail Pairitz Jarvik, Diptasri M. Mandal, Deborah Mascalzoni, Courtney G. Montgomery, Brandon L. Pierce et al. · 2014 · International Journal of Environmental Research and Public Health
- BLOOM: BLoom filter based oblivious outsourced matchingsJan Henrik Ziegeldorf, Jan Pennekamp, David Hellmanns, Felix Schwinger, Ike Kunze, Martin Henze, Jens Hiller, Roman Matzutt, Klaus Wehrle · 2017 · BMC Medical Genomics
- Privacy-Preserving Collaborative Prediction using Random ForestsGiacomelli, Irene, Somesh Jha, Ross Kleiman, David Page, Kyonghwan Yoon · 2018 · PubMed Central
- Balancing the local and the universal in maintaining ethical access to a genomics biobankCatherine Heeney, Shona M. Kerr · 2017 · BMC Medical Ethics
- Ethics for Laboratory MedicineAnn M. Gronowski, Melissa M. Budelier, Sheldon M Campbell · 2019 · Clinical Chemistry
- Protecting patient privacy in survival analysesLuca Bonomi, Xiaoqian Jiang, Lucila Ohno-machado A · 2019 · Journal of the American Medical Informatics Association
- Privacy-Preserving Biomedical Database Queries with Optimal Privacy-Utility Trade-OffsHyunghoon Cho, Sean Simmons, Ryan Kim, Bonnie Berger · 2020 · Cell Systems
- Efficient mean estimation with pure differential privacy via a sum-of-squares exponential mechanismSamuel B. Hopkins, Gautam Kamath, Mahbod Majid · 2022 · ACM Symposium on Theory of Computing (STOC)
- Lessons learned from the eMERGE Network: balancing genomics in discovery and practice2020 · Human Genetics and Genomics Advances
- Choosing blindly but wisely: differentially private solicitation of DNA datasets for disease marker discoveryYongan Zhao, Xiaofeng Wang, Xiaoqian Jiang, Lucila Ohno-machado A, Haixu Tang · 2014 · Journal of the American Medical Informatics Association
- Privacy Preserving Federated Big Data AnalysisWenrui Dai, Shuang Wang, Hongkai Xiong, Xiaoqian Jiang · 2017 · Studies in big data
- Membership Inference Attack Susceptibility of Clinical Language ModelsAbhyuday Jagannatha, Bhanu Pratap Singh Rawat, Hong Qing Yu · 2021 · arXiv (Cornell University)
- Differential Privacy Defenses and Sampling Attacks for Membership InferenceRahimian, Shadi, Orekondy, Tribhuvanesh, Fritz, Mario · 2021 · Proceedings of the 14th ACM Workshop on Artificial Intelligence and Security
- Genomic Data Sharing under Dependent Local Differential PrivacyEmre Yılmaz, Tianxi Ji, Erman Ayday, Pan Li · 2022 · ACM Conference on Data and Application Security and Privacy (CODASPY)
- Next-generation sequencing applied to rare diseases genomicsKrissi Danielsson, Liew Jun Mun, Amanda Lordemann, Jimmy Mao, Cheng-Ho Jimmy Lin · 2014 · Expert Review of Molecular Diagnostics
- SNP-microarrays can accurately identify the presence of an individual in complex forensic DNA mixturesLev Voskoboinik, Sheri B. Ayers, Aaron K. LeFebvre, Ariel Darvasi · 2015 · Forensic Science International Genetics
- Private and Efficient Query Processing on Outsourced Genomic DatabasesReza Ghasemi, Md Momin Al Aziz, Noman Mohammed, Massoud Hadian Dehkordi, Xiaoqian Jiang · 2016 · IEEE Journal of Biomedical and Health Informatics
- Mechanisms to protect the privacy of families when using the transmission disequilibrium test in genome-wide association studiesMeng Wang, Zhanglong Ji, Shuang Wang, Jihoon Kim, Hai Yang, Xiaoqian Jiang, Lucila Ohno-machado A · 2017 · Bioinformatics
- The Connected Self: The Ethics and Governance of the Genetic IndividualHeather Widdows · 2013
- SummaryAUC: a tool for evaluating the performance of polygenic risk prediction models in validation datasets with only summary level statisticsLei Song, Aiyi Liu, Jianxin Shi, Pablo V. Gejman, Alan R. Sanders, Jubao Duan, Claude Robert Cloninger, Dragan M. Švrakić, Nancy G. Buccola, Douglas F. Levinson et al. · 2019 · Bioinformatics
- Worldwide human mitochondrial haplogroup distribution from urban sewageOrsolya Pipek, Anna Medgyes‐Horváth, László Dobos, József Stéger, János Márk Szalai-Gindl, Dávid Visontai, Rolf Sommer Kaas, Marion Koopmans, René S. Hendriksen, Frank M. Aarestrup et al. · 2019 · Scientific Reports
- On Utility and Privacy in Synthetic Genomic DataOprisanu, Bristena, Ganev, Georgi, De Cristofaro, Emiliano · 2022 · Proceedings 2022 Network and Distributed System Security Symposium
- Patient-Driven Privacy Control through Generalized DistillationZ. Berkay Celik, David López-Paz, Patrick Drew McDaniel · 2017 · IEEE Symposium on Privacy-Aware Computing (PAC)
- Efficient and Private Set Intersection of Human GenomesLiyan Shen, Xiaojun Chen, Dakui Wang, Binxing Fang, Ye Dong · 2018 · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
- Differential Privacy-Based Genetic Matching in Personalized MedicineJianhao Wei, Yaping Lin, Xin Yao, Jin Zhang, Xinbo Liu · 2020 · IEEE Transactions on Emerging Topics in Computing
- Protecting Personal Data in Epidemiological Research: DataSHIELD and UK LawSusan E. Wallace, Amadou Gaye, Osama Shoush, Paul R. Burton · 2014 · Public Health Genomics
- Improvements on a privacy-protection algorithm for DNA sequences with generalization latticesGuang Li, Yadong Wang, Xiaohong Su · 2011 · Computer Methods and Programs in Biomedicine
- The International Cancer Genome Consortium's evolving data-protection policiesDjims Milius, Edward S. Dove, Drc Chalmers, Stephanie O. M. Dyke, Kazuto Kato, Pilar Nicolás Jiménez, B. F. Francis Ouellette, Brad Ozenberger, Laura Lyman Rodriguez, Nikolajs Zeps et al. · 2014 · Nature Biotechnology
- The futility of genomic counseling: essential role of electronic health recordsJohn W. Belmont, Amy L. McGuire · 2009 · Genome Medicine
- Aftermath of bustamante attack on genomic beacon serviceMd Momin Al Aziz, Reza Ghasemi, Md Waliullah, Noman Mohammed · 2017 · BMC Medical Genomics
- Planning and Executing a Genome Wide Association Study (GWAS)Michèle M. Sale, Josyf C. Mychaleckyj, Wei‐Min Chen · 2009 · Methods in molecular biology
- Synthetic Data -- A Privacy MirageTheresa Stadler, Bristena Oprisanu, Carmela Troncoso · 2020 · arXiv (Cornell University)
- Perspectives on Open Science and scientific data sharing:an interdisciplinary workshop.Giovanni Destro‐Bisol, Paolo Anagnostou, Marco Capocasa, Silvia Bencivelli, A Cerroni, Jorge L. Contreras, Neela Enke, Bernardino Fantini, Pietro Greco, Catherine Heeney et al. · 2014 · PubMed
- dbGaP data access requests: A call for greater transparencyL. Walker, H. Starks, K. West, S. Fullerton · 2011 · Science Translational Medicine
- A decade of shared genomic associationsTeri A. Manolio · 2017 · Nature
- Synthesis of Probabilistic Privacy EnforcementMartin Kučera, Petar Tsankov, Timon Gehr, Marco Guarnieri, Martin Vechev · 2017 · ACM SIGSAC Conference on Computer and Communications Security (CCS)
- Deletion inference, reconstruction, and compliance in machine (un)learningJi Gao, Sanjam Garg, Mohammad Mahmoody, Prashant Nalini Vasudevan · 2022 · Proceedings on Privacy Enhancing Technologies