Title:
Approaches to Genomic Privacy: Leakage Measurement, Data Sanitization
& Blockchain Storage
Abstract:
Functional genomics experiments on human subjects present a privacy
conundrum. On the one hand, many of the conclusions we infer from
these experiments are not tied to the identity of individuals but
represent universal statements about biology and disease. On the other
hand, the raw sequencing reads or the phenotypic information inferred
from these experiments can leak information about patients' variants,
presenting privacy challenges in terms of data sharing. There is a
great desire to share data as broadly as possible. Therefore,
measuring the amount of variant information leaked in various
experiments is a key first step in protecting private information. We
propose metrics to quantify private information leakage in functional
genomics data, linking attacks to validate the proposed metrics and
file formats that maximize the potential for data sharing while
protecting individuals' private information. Blockchain potentially
provides a way of storing genomic information and access to it
securely. We show how this can be done efficiently using various index
structures and how blockchain can be combined with our file formats
for sharing functional genomic information.
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4 comments:
I'm excited to attend next week's healthcare seminar! As a health sciences student, I'm excited to learn about the industry's most recent developments and difficulties. Furthermore, as someone who occasionally requires aid from the Health Care Assignment Writing Service. I'm eager to examine how academic support may contribute.
It is great to expect an upcoming seminar next week! The theme appears interesting, so I'm excited to dive deeper into it. Moreover, I came across the Text Affordable Ghost Writing Services line - that will definitely be addressed soon. Thanks for creating such proactive events!
Wow, this seminar tackles crucial privacy challenges in genomics—akin to how venture capital firms must balance innovation with data protection. Excited to see how blockchain and data sanitization evolve to secure our most sensitive information!
That is a great initiative to tackle genomic privacy with innovative approaches like blockchain! The idea of measuring information leakage and securing data is truly impressive. It has the same level of forward-thinking seen in Shark Tank Pakistan Sharks.
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