Sociotechnical safeguards for genomic data privacy

Z Wan, JW Hazel, EW Clayton, Y Vorobeychik… - Nature Reviews …, 2022 - nature.com
Recent developments in a variety of sectors, including health care, research and the direct-
to-consumer industry, have led to a dramatic increase in the amount of genomic data that …

Homomorphic encryption for machine learning in medicine and bioinformatics

A Wood, K Najarian, D Kahrobaei - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
Machine learning and statistical techniques are powerful tools for analyzing large amounts
of medical and genomic data. On the other hand, ethical concerns and privacy regulations …

Scalable private set intersection based on OT extension

B Pinkas, T Schneider, M Zohner - ACM Transactions on Privacy and …, 2018 - dl.acm.org
Private set intersection (PSI) allows two parties to compute the intersection of their sets
without revealing any information about items that are not in the intersection. It is one of the …

Private set intersection in the internet setting from lightweight oblivious PRF

M Chase, P Miao - Advances in Cryptology–CRYPTO 2020: 40th Annual …, 2020 - Springer
We present a new protocol for two-party private set intersection (PSI) with semi-honest
security in the plain model and one-sided malicious security in the random oracle model …

When private set intersection meets big data: an efficient and scalable protocol

C Dong, L Chen, Z Wen - Proceedings of the 2013 ACM SIGSAC …, 2013 - dl.acm.org
Large scale data processing brings new challenges to the design of privacy-preserving
protocols: how to meet the increasing requirements of speed and throughput of modern …

Routes for breaching and protecting genetic privacy

Y Erlich, A Narayanan - Nature Reviews Genetics, 2014 - nature.com
We are entering an era of ubiquitous genetic information for research, clinical care and
personal curiosity. Sharing these data sets is vital for progress in biomedical research …

Labeled PSI from fully homomorphic encryption with malicious security

H Chen, Z Huang, K Laine, P Rindal - Proceedings of the 2018 ACM …, 2018 - dl.acm.org
Private Set Intersection (PSI) allows two parties, the sender and the receiver, to compute the
intersection of their private sets without revealing extra information to each other. We are …

Privacy in the genomic era

M Naveed, E Ayday, EW Clayton, J Fellay… - ACM Computing …, 2015 - dl.acm.org
Genome sequencing technology has advanced at a rapid pace and it is now possible to
generate highly-detailed genotypes inexpensively. The collection and analysis of such data …

Secure IoT communications for smart healthcare monitoring system

HA El Zouka, MM Hosni - Internet of Things, 2021 - Elsevier
Healthcare monitoring systems in hospitals and other health centers have witnessed
throughout the last decade a tremendous growth and wireless healthcare monitoring …

[HTML][HTML] Publishing data from electronic health records while preserving privacy: A survey of algorithms

A Gkoulalas-Divanis, G Loukides, J Sun - Journal of biomedical informatics, 2014 - Elsevier
Abstract The dissemination of Electronic Health Records (EHRs) can be highly beneficial for
a range of medical studies, spanning from clinical trials to epidemic control studies, but it …