Publications de Erman Ayday | EPFL Graph Search

Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies

Jean-Pierre Hubaux, Juan Ramón Troncoso-Pastoriza, Erman Ayday, Apostolos Pyrgelis

2022

Privacy-preserving genomic testing in the clinic: a model using HIV treatment

Jean-Pierre Hubaux, Jacques Fellay, Paul Jack Mc Laren, Amalio Telenti, Erman Ayday, Jean Louis Raisaro, Istvan Bartha

The implementation of genomic-based medicine is hindered by unresolved questions regarding data privacy and delivery of interpreted results to health-care practitioners. We used DNA-based prediction of HIV-related outcomes as a model to explore critical is ...

Nature Publishing Group2016

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

Jean-Pierre Hubaux, Jacques Fellay, Erman Ayday, Adam Molyneaux, Zhicong Huang, Huang Lin, Zhi Ming Xu

In clinical genomics, the continuous evolution of bioinformatic algorithms and sequencing platforms makes it beneficial to store patients' complete aligned genomic data in addition to variant calls relative to a reference sequence. Due to the large size of ...

Cold Spring Harbor Laboratory2016

Method for privacy-preserving medical risk test

Jean-Pierre Hubaux, Amalio Telenti, Erman Ayday, Paul Jack Mc Laren, Jean Louis Raisaro

A privacy-preserving method for performing a disease susceptibility test on a patient, said method comprising: (I) performing homomorphic computations, (J) obtaining a test result which is partly decrypted with a first part (prk1 resp. prk2) of a private k ...

2016

Privacy-enhancing technologies for medical tests using genomic data

Jean-Pierre Hubaux, Jacques Fellay, Erman Ayday, Jacques Rougemont, Jean Louis Raisaro, Mathias Jacques Jean-Marc Humbert, Amalio Telenti

In this invention, we propose privacy-enhancing technologies for medical tests and personalized medicine methods, which utilize patients' genomic data. Assuming the whole genome sequencing is done by a certified institution, we propose to store patients' g ...

2016

Privacy and Security in the Genomic Era

Jean-Pierre Hubaux, Erman Ayday

With the help of rapidly developing technology, DNA sequencing is becoming less expensive. As a consequence, the research in genomics has gained speed in paving the way to personalized (genomic) medicine, and geneticists need large collections of human gen ...

Assoc Computing Machinery2016

Privacy in the Genomic Era

Jean-Pierre Hubaux, Jacques Fellay, Erman Ayday

Genome sequencing technology has advanced at a rapid pace and it is now possible to generate highlydetailed genotypes inexpensively. The collection and analysis of such data has the potential to support various applications, including personalized medical ...

Assoc Computing Machinery2015

Whole Genome Sequencing: Revolutionary Medicine or Privacy Nightmare?

Jean-Pierre Hubaux, Erman Ayday

Whole genome sequencing will soon become affordable for many individuals, but thorny privacy and ethical issues could jeopardize its popularity and thwart the large-scale adoption of genomics in healthcare and slow potential medical advances. ...

Ieee Computer Soc2015

De-anonymizing Genomic Databases Using Phenotypic Traits

Jean-Pierre Hubaux, Joachim Ludovic Hugonot, Kévin Clément Huguenin, Erman Ayday, Mathias Jacques Jean-Marc Humbert

People increasingly have their genomes sequenced and some of them share their genomic data online. They do so for various purposes, including to find relatives and to help advance genomic research. An individual's genome carries very sensitive, private inf ...

2015

On Non-cooperative Genomic Privacy

Jean-Pierre Hubaux, Amalio Telenti, Erman Ayday, Mathias Jacques Jean-Marc Humbert

Over the last few years, the vast progress in genome sequencing has highly increased the availability of genomic data. Today, individuals can obtain their digital genomic sequences at reasonable prices from many online service providers. Individuals can st ...

2015