Abstract
Current techniques in sequencing a genome allow a service provider (e.g. a sequencing company) to have full access to the genome information, and thus the privacy of individuals regarding their lifetime secret is violated. In this paper, we introduce the problem of private DNA sequencing, where the goal is to keep the DNA sequence private to the sequencer. We propose an architecture, where the task of reading fragments of DNA and the task of DNA assembly are separated, the former is done at the sequencer(s), and the later is completed at a local trusted data collector. To satisfy the privacy constraint at the sequencer and reconstruction condition at the data collector, we create an information gap between these two relying on two techniques: (i) we use more than one non-colluding sequencer, all reporting the read fragments to the single data collector, (ii) adding the fragments of some known DNA molecules, which are still unknown to the sequencers, to the pool. We prove that these two techniques provide enough freedom to satisfy both conditions at the same time.
Original language | English (US) |
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Title of host publication | 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Pages | 171-175 |
Number of pages | 5 |
ISBN (Electronic) | 9781538692912 |
DOIs | |
State | Published - Jul 2019 |
Externally published | Yes |
Event | 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Paris, France Duration: Jul 7 2019 → Jul 12 2019 |
Publication series
Name | IEEE International Symposium on Information Theory - Proceedings |
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Volume | 2019-July |
ISSN (Print) | 2157-8095 |
Conference
Conference | 2019 IEEE International Symposium on Information Theory, ISIT 2019 |
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Country/Territory | France |
City | Paris |
Period | 7/7/19 → 7/12/19 |
Bibliographical note
Publisher Copyright:© 2019 IEEE.
Keywords
- DNA sequencing
- privacy
- shotgun sequencing