Learning your identity and disease from research papers: information leaks in genome wide association study

No abstract is available for this paper.

• Publication year

  2009

• Venue

  Conference on Computer and Communications Security

• Publication date

  2009-11-09

• Fields of study

  Medicine, Computer Science

• Identifiers
  DOI 10.1145/1653662.1653726
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Privacy Preserving Data Mining

  2015cited by this paper
• Genome-wide association studies: what do they teach us about asthma and chronic obstructive pulmonary disease?

  2009cited by this paper
• Joint analysis of tightly linked SNPs in screening step of genome-wide association studies leads to increased power

  2009cited by this paper
• Genome-wide haplotype association study identifies the SLC22A3-LPAL2-LPA gene cluster as a risk locus for coronary artery disease

  2009cited by this paper
• Genome-wide association scan of tag SNPs identifies a susceptibility locus for lung cancer at 15q25.1

  2008cited by this paper
• Privacy-Preserving Matching of DNA Profiles

  2008cited by this paper
• Measuring and partitioning the high‐order linkage disequilibrium by multiple order Markov chains

  2008cited by this paper
• From genetic privacy to open consent

  2008cited by this paper
• Protecting Aggregate Genomic Data

  2008cited by this paper
• [''R"--project for statistical computing].

  2008cited by this paper
• Evidence for two independent prostate cancer risk–associated loci in the HNF1B gene at 17q12

  2008cited by this paper
• SLC2A9 influences uric acid concentrations with pronounced sex-specific effects

  2008cited by this paper
• Genome-wide association studies for complex traits: consensus, uncertainty and challenges

  2008cited by this paper
• Resolving Individuals Contributing Trace Amounts of DNA to Highly Complex Mixtures Using High-Density SNP Genotyping Microarrays

  2008influential reference
• A genome-wide association study identifies novel risk loci for type 2 diabetes

  2007cited by this paper
• Replication of Genome-Wide Association Signals in UK Samples Reveals Risk Loci for Type 2 Diabetes

  2007cited by this paper
• Genome-wide association study of prostate cancer identifies a second risk locus at 8q24

  2007cited by this paper
• Privacy, accuracy, and consistency too: a holistic solution to contingency table release

  2007cited by this paper
• Genotype Error Detection Using Hidden Markov Models of Haplotype Diversity

  2007cited by this paper
• The uneasy ethical and legal underpinnings of large-scale genomic biobanks.

  2007cited by this paper
• A genome-wide association study identifies KIAA0350 as a type 1 diabetes gene

  2007cited by this paper
• A second generation human haplotype map of over 3.1 million SNPs

  2007cited by this paper
• Smooth sensitivity and sampling in private data analysis

  2007cited by this paper
• A genome-wide association study identifies alleles in FGFR2 associated with risk of sporadic postmenopausal breast cancer

  2007cited by this paper
• Genome-Wide Association Analysis Identifies Loci for Type 2 Diabetes and Triglyceride Levels

  2007cited by this paper
• Modeling Haplotype Block Variation Using Markov Chains

  2006cited by this paper
• Re-identification of Familial Database Records

  2006influential reference
• A Genome-Wide Association Study Identifies IL23R as an Inflammatory Bowel Disease Gene

  2006cited by this paper
• Sequential importance sampling for multiway tables

  2006cited by this paper
• Differential Privacy

  2006cited by this paper
• Calibrating Noise to Sensitivity in Private Data Analysis

  2006cited by this paper
• Models and Methods for Privacy-Preserving Data Analysis and Publishing

  2006cited by this paper
• PDA: Pooled DNA analyzer

  2006cited by this paper
• Practical privacy: the SuLQ framework

  2005cited by this paper
• Sequential Monte Carlo Methods for Statistical Analysis of Tables

  2005cited by this paper
• Complement Factor H Variant Increases the Risk of Age-Related Macular Degeneration

  2005cited by this paper
• Complement Factor H Polymorphism and Age-Related Macular Degeneration

  2005cited by this paper
• Complement Factor H Polymorphism in Age-Related Macular Degeneration

  2005cited by this paper
• [International HapMap project].

  2005cited by this paper
• Little loss of information due to unknown phase for fine-scale linkage-disequilibrium mapping with single-nucleotide-polymorphism genotype data.

  2004cited by this paper
• Datamining and Disclosure Limitation for Categorical Statistical Databases

  2004cited by this paper
• Secure and private sequence comparisons

  2003cited by this paper
• Categorical Data Analysis

  2003cited by this paper
• New methods for finding disease-susceptibility genes: impact and potential

  2003cited by this paper
• Advances in Inference Control in Statistical Databases: An Overview

  2002cited by this paper
• Bounds for cell entries in contingency tables induced by fixed marginal totals with applications to disclosure limitation

  2001cited by this paper
• Statistical disclosure control (SDC) in practice: Some examples in official statistics of Statistics Netherlands

  2001cited by this paper
• On the design and quantification of privacy preserving data mining algorithms

  2001cited by this paper
• Scale—Invariant Correlation Theory

  1994cited by this paper
• Journal of the Royal Statistical Society (B): Gary K. Grunwald, Adrian E. Raftery and Peter Guttorp, 1993, “Time series of continuous proportions”, 55, 103–116.☆

  1993cited by this paper
• Karl Pearson and the Chi-squared Test

  1983cited by this paper
• Auditing and Inference Control in Statistical Databases

  1982cited by this paper
• A security machanism for statistical database

  1980cited by this paper
• Tests for Linear Trends in Proportions and Frequencies

  1955cited by this paper
• Some Applications of Mathematics to Breeding Problems III.

  1917cited by this paper
• Some Applications of Mathematics to Breeding Problems.

  year unknowncited by this paper
• Supporting Online Material Materials and Methods Figs. S1 to S8 Tables S1 to S10 References a Genome-wide Association Study of Type 2 Diabetes in Finns Detects Multiple Susceptibility Variants

  year unknowncited by this paper
• 2008 IEEE Symposium on Security and Privacy Towards Practical Privacy for Genomic Computation

  year unknowncited by this paper

• Private Information Leakage from Polygenic Risk Scores

  2026cites this paper
• GOPHER: Optimization-based Phenotype Randomization for Genome-Wide Association Studies with Differential Privacy

  2025cites this paper
• DeSIA: Attribute Inference Attacks Against Limited Fixed Aggregate Statistics

  2025cites this paper
• A Distributed Computing Solution for Privacy-Preserving Genome-Wide Association Studies

  2024cites this paper
• Beacon Reconstruction Attack: Reconstruction of genomes in genomic data-sharing beacons using summary statistics

  2024cites this paper
• Deep Unlearning of Breast Cancer Histopathological Images for Enhanced Responsibility in Classification

  2024cites this paper
• Safeguarding Privacy in Genome Research: A Comprehensive Framework for Authors

  2024cites this paper
• Towards more accurate and useful data anonymity vulnerability measures

  2024cites this paper
• Assessing Privacy Vulnerabilities in Genetic Data Sets: Scoping Review

  2024cites this paper
• Anonymization: The imperfect science of using data while preserving privacy

  2024cites this paper
• Revisiting Main Memory-Based Covert and Side Channel Attacks in the Context of Processing-in-Memory

  2024cites this paper
• Legal aspects of privacy-enhancing technologies in genome-wide association studies and their impact on performance and feasibility

  2024influential citation
• An overview of machine unlearning

  2024cites this paper
• Privacy Computing with Right to Be Forgotten in Trusted Execution Environment

  2023cites this paper
• Approximate Nearest Neighbor Search in High Dimensional Vector Databases: Current Research and Future Directions

  2023cites this paper
• SoK: Membership Inference is Harder Than Previously Thought

  2023cites this paper
• A unified method to revoke the private data of patients in intelligent healthcare with audit to forget

  2023cites this paper
• Efficient Federated Kinship Relationship Identification.

  2023cites this paper
• SoK: Secure Aggregation Based on Cryptographic Schemes for Federated Learning

  2023cites this paper
• Privacy-Preserving Collaborative Genomic Research: A Real-Life Deployment and Vision

  2023cites this paper
• Privacy preserving identification of population stratification for collaborative genomic research

  2023cites this paper
• Secure and distributed assessment of privacy-preserving GWAS releases

  2022influential citation
• Secure and Distributed Assessment of Privacy-Preserving Releases of GWAS

  2022cites this paper
• Genomic data integration and user-defined sample-set extraction for population variant analysis

  2022cites this paper
• Secure Counting Query Protocol for Genomic Data

  2022cites this paper
• Differentially Private Maximal Information Coefficients

  2022cites this paper
• Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy

  2022cites this paper
• Privacy-Preserving Statistical Analysis of Genomic Data Using Compressive Mechanism with Haar Wavelet Transform

  2022cites this paper
• A Survey of Machine Unlearning

  2022cites this paper
• Inference for Optimal Differential Privacy Procedures for Frequency Tables

  2022cites this paper
• Privacy preserving collaborative learning of generalized linear mixed model

  2022cites this paper
• Sociotechnical safeguards for genomic data privacy

  2022cites this paper
• Intelligent Pandemic Surveillance via Privacy-Preserving Crowdsensing

  2022cites this paper
• Efficient and Highly Accurate Differentially Private Statistical Genomic Analysis using Discrete Fourier Transform

  2022cites this paper
• KGP Meter: Communicating Kin Genomic Privacy to the Masses

  2022cites this paper
• I-GWAS: Privacy-Preserving Interdependent Genome-Wide Association Studies

  2022cites this paper
• Squeezing More Utility via Adaptive Clipping on Differentially Private Gradients in Federated Meta-Learning

  2022cites this paper
• Membership Inference Attacks Against Latent Factor Model

  2022cites this paper
• On Utility and Privacy in Synthetic Genomic Data

  2021cites this paper
• DyPS: Dynamic, Private and Secure GWAS

  2021influential citation
• Differential Privacy Defenses and Sampling Attacks for Membership Inference

  2021influential citation
• Methods of privacy-preserving genomic sequencing data alignments

  2021cites this paper
• Blockchain-Based Privacy-Preserving System for Genomic Data Management Using Local Differential Privacy

  2021cites this paper
• Considerations for an integrated population health databank in Africa: lessons from global best practices

  2021cites this paper
• Preservação de Privacidade entre Indivíduos com Semelhança Genômica

  2021cites this paper
• Efficient Differentially Private Methods for a Transmission Disequilibrium Test in Genome Wide Association Studies

  2021cites this paper
• Near-Optimal Privacy-Utility Tradeoff in Genomic Studies Using Selective SNP Hiding

  2021cites this paper
• Haplotype-based membership inference from summary genomic data

  2021cites this paper
• Quantifying the Privacy Risks of Learning High-Dimensional Graphical Models

  2021cites this paper
• More practical differentially private publication of key statistics in GWAS

  2021cites this paper
• ppSAT: Towards Two-Party Private SAT Solving

  2021cites this paper
• Using game theory to thwart multistage privacy intrusions when sharing data

  2021cites this paper
• Measuring Utility and Privacy of Synthetic Genomic Data

  2021cites this paper
• Genomic Data Sharing under Dependent Local Differential Privacy

  2021cites this paper
• Privacy-preserving chi-squared test of independence for small samples

  2021cites this paper
• Analysis of Application Examples of Differential Privacy in Deep Learning

  2021cites this paper
• Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies

  2021cites this paper
• Security strategies in genomic files

  2020cites this paper
• Towards Realistic Membership Inferences: The Case of Survey Data

  2020influential citation
• Ensuring privacy and security of genomic data and functionalities

  2020cites this paper
• DNA-SeAl: Sensitivity Levels to Optimize the Performance of Privacy-Preserving DNA Alignment

  2020cites this paper
• LocMIA: Membership Inference Attacks Against Aggregated Location Data

  2020cites this paper
• Membership Inference Attacks and Defenses in Supervised Learning via Generalization Gap

  2020cites this paper
• Membership Inference Against DNA Methylation Databases

  2020cites this paper
• Multiple imputation for analysis of incomplete data in distributed health data networks

  2020cites this paper
• Preserving Genomic Privacy via Selective Sharing

  2020cites this paper
• Sampling Attacks: Amplification of Membership Inference Attacks by Repeated Queries

  2020cites this paper
• Genome Reconstruction Attacks Against Genomic Data-Sharing Beacons

  2020cites this paper
• Genetic Modifiers and Rare Mendelian Disease

  2020cites this paper
• Measuring Membership Privacy on Aggregate Location Time-Series

  2020cites this paper
• Memory Optimization for Energy-Efficient Differentially Private Deep Learning

  2020cites this paper
• Inference attacks on genomic privacy with an improved HMM and an RCNN model for unrelated individuals

  2020cites this paper
• More Than Privacy: Applying Differential Privacy in Key Areas of Artificial Intelligence

  2020cites this paper
• Privacy-Preserving Artificial Intelligence Techniques in Biomedicine

  2020cites this paper
• A Novel EEMD-Based Privacy Preserving Approach for Top-k SNPs Query in Genome-Wide Association Studies

  2020cites this paper
• Big Data Privacy in Biomedical Research

  2020cites this paper
• Privacy challenges and research opportunities for genomic data sharing

  2020cites this paper
• Inference attacks against differentially private query results from genomic datasets including dependent tuples

  2020cites this paper
• SM algorithms-based encryption scheme for large genomic data files

  2020cites this paper
• A novel privacy-preserving federated genome-wide association study framework and its application in identifying potential risk variants in ankylosing spondylitis

  2020cites this paper
• Game theory for privacy-preserving sharing of genomic data

  2020cites this paper
• Privacy Risks of Sharing Data from Environmental Health Studies

  2020cites this paper
• 1 Why do we need Rigorous Privacy ?

  2020cites this paper
• Membership Inference Attacks and Defenses in Classification Models

  2020cites this paper
• Privacy-Preserving Genome-Wide Association Study for Rare Mutations - A Secure FrameWork for Externalized Statistical Analysis

  2020cites this paper
• Information leaks in genomic data

  2020cites this paper
• Stolen Memories: Leveraging Model Memorization for Calibrated White-Box Membership Inference

  2019cites this paper
• Privacy-Preserving Genomic Data Publishing via Differentially-Private Suffix Tree

  2019cites this paper
• Privacy Preserving using proxy re-encryption in Mobile Health Monitoring

  2019cites this paper
• Ultimate Power of Inference Attacks: Privacy Risks of High-Dimensional Models

  2019cites this paper
• Under the Hood of Membership Inference Attacks on Aggregate Location Time-Series

  2019cites this paper
• Reordering Genomic Sequences for Enhanced Classification via Compression Analytics

  2019cites this paper
• Securing the Future of Biotechnology: A Study of Emerging Bio-Cyber Security Threats to DNA-Information Systems

  2019cites this paper
• eMED-DNA: An in silico operating system for clinical medical data storage within the human genome

  2019cites this paper
• The power of synergy in differential privacy: Combining a small curator with local randomizers

  2019cites this paper
• Evaluating privacy-friendly mobility analytics on aggregate location data

  2019cites this paper
• Overfitting, robustness, and malicious algorithms: A study of potential causes of privacy risk in machine learning

  2019cites this paper
• DNA Motif Finding Method Without Protection Can Leak User Privacy

  2019cites this paper
• Measuring Membership Privacy on Aggregate Location Time-Series

  2019cites this paper
• A secure SNP panel scheme using homomorphically encrypted K-mers without SNP calling on the user side

  2019cites this paper