How Can Photo Sharing Inspire Sharing Genomes?

People usually are aware of the privacy risks of publishing photos online, but these risks are less evident when sharing human genomes. Modern photos and sequenced genomes are both digital representations of real lives. They contain private information that may compromise people’s privacy, and still, their highest value is most of times achieved only when sharing them with others. In this work, we present an analogy between the privacy aspects of sharing photos and sharing genomes, which clarifies the privacy risks in the latter to the general public. Additionally, we illustrate an alternative informed model to share genomic data according to the privacy-sensitivity level of each portion. This article is a call to arms for a collaborative work between geneticists and security experts to build more effective methods to systematically protect privacy, whilst promoting the accessibility and sharing of genomes.

[1]  Sotiris Ioannidis,et al.  Face/Off: Preventing Privacy Leakage From Photos in Social Networks , 2015, CCS.

[2]  Adam Molyneaux,et al.  Privacy-Preserving Processing of Raw Genomic Data , 2013, DPM/SETOP.

[3]  Alexei A. Efros,et al.  What makes Paris look like Paris? , 2015, Commun. ACM.

[4]  Joan Scott,et al.  Public opinion about the importance of privacy in biobank research. , 2009, American journal of human genetics.

[5]  Alysson Neves Bessani,et al.  A High-Throughput Method to Detect Privacy-Sensitive Human Genomic Data , 2015, WPES@CCS.

[6]  Carl A. Gunter,et al.  Privacy in the Genomic Era , 2014, ACM Comput. Surv..

[7]  Steven E. Brenner Be prepared for the big genome leak , 2013, Nature.

[8]  Eran Halperin,et al.  Identifying Personal Genomes by Surname Inference , 2013, Science.

[9]  Ronald Poppe,et al.  A survey on vision-based human action recognition , 2010, Image Vis. Comput..

[10]  P. Visscher,et al.  On Jim Watson's APOE status: genetic information is hard to hide , 2009, European Journal of Human Genetics.

[11]  S. Nelson,et al.  Resolving Individuals Contributing Trace Amounts of DNA to Highly Complex Mixtures Using High-Density SNP Genotyping Microarrays , 2008, PLoS genetics.

[12]  Urs Gasser,et al.  Between Openness and Privacy in Genomics , 2016, PLoS medicine.

[13]  Ryan K. L. Ko,et al.  Data Accountability in Cloud Systems , 2014 .

[14]  Manfred Kayser,et al.  IrisPlex: a sensitive DNA tool for accurate prediction of blue and brown eye colour in the absence of ancestry information. , 2011, Forensic science international. Genetics.

[15]  Spyros Kokolakis,et al.  Privacy attitudes and privacy behaviour: A review of current research on the privacy paradox phenomenon , 2017, Comput. Secur..

[16]  Anil K. Jain,et al.  Text information extraction in images and video: a survey , 2004, Pattern Recognit..

[17]  Alysson Neves Bessani,et al.  BiobankCloud: A Platform for the Secure Storage, Sharing, and Processing of Large Biomedical Data Sets , 2015, Big-O/DMAH@VLDB.

[18]  Anita L. Allen What Must We Hide: The Ethics of Privacy and the Ethos of Disclosure , 2012 .

[19]  Ramesh Govindan,et al.  P3: Toward Privacy-Preserving Photo Sharing , 2013, NSDI.