[图书][B] Differential privacy and applications

T Zhu, G Li, W Zhou, SY Philip - 2017 - Springer
Corporations, organizations, and governments have collected, digitized, and stored
information in digital forms since the invention of computers, and the speed of such data …

Multiple imputation for analysis of incomplete data in distributed health data networks

C Chang, Y Deng, X Jiang, Q Long - Nature communications, 2020 - nature.com
Distributed health data networks (DHDNs) leverage data from multiple sources or sites such
as electronic health records (EHRs) from multiple healthcare systems and have drawn …

Legal aspects of privacy-enhancing technologies in genome-wide association studies and their impact on performance and feasibility

A Brauneck, L Schmalhorst, S Weiss, L Baumbach… - Genome Biology, 2024 - Springer
Genomic data holds huge potential for medical progress but requires strict safety measures
due to its sensitive nature to comply with data protection laws. This conflict is especially …

Insurance: models, digitalization, and data science

H Albrecher, A Bommier, D Filipović… - European Actuarial …, 2019 - Springer
This article summarizes the main topics and findings from the Swiss Risk and Insurance
Forum 2018. That event gathered experts from academia, insurance industry, regulatory …

Privacy-preserving techniques of genomic data—a survey

MMA Aziz, MN Sadat, D Alhadidi, S Wang… - Briefings in …, 2019 - academic.oup.com
Genomic data hold salient information about the characteristics of a living organism.
Throughout the past decade, pinnacle developments have given us more accurate and …

CLASTR: the Cellosaurus STR similarity search tool‐a precious help for cell line authentication

T Robin, A Capes‐Davis… - International journal of …, 2020 - Wiley Online Library
Despite an increased awareness of the problematic of cell line cross‐contamination and
misidentification, it remains nowadays a major source of erroneous experimental results in …

Privacy-preserving search of similar patients in genomic data

G Asharov, S Halevi, Y Lindell… - Proceedings on Privacy …, 2018 - petsymposium.org
The growing availability of genomic data holds great promise for advancing medicine and
research, but unlocking its full potential requires adequate methods for protecting the privacy …

Protecting privacy and security of genomic data in i2b2 with homomorphic encryption and differential privacy

JL Raisaro, G Choi, S Pradervand… - … ACM transactions on …, 2018 - ieeexplore.ieee.org
Re-use of patients' health records can provide tremendous benefits for clinical research. Yet,
when researchers need to access sensitive/identifying data, such as genomic data, in order …

Attacks on genetic privacy via uploads to genealogical databases

MD Edge, G Coop - Elife, 2020 - elifesciences.org
Direct-to-consumer (DTC) genetics services are increasingly popular, with tens of millions of
customers. Several DTC genealogy services allow users to upload genetic data to search for …

Privacy-preserving GWAS analysis on federated genomic datasets

SD Constable, Y Tang, S Wang, X Jiang… - BMC medical informatics …, 2015 - Springer
Background The biomedical community benefits from the increasing availability of genomic
data to support meaningful scientific research, eg, Genome-Wide Association Studies …