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 …

Safety: secure gwas in federated environment through a hybrid solution

MN Sadat, MM Al Aziz, N Mohammed… - … ACM transactions on …, 2018 - ieeexplore.ieee.org
Recent studies demonstrate that effective healthcare can benefit from using the human
genomic information. Consequently, many institutions are using statistical analysis of …

Generic server-aided secure multi-party computation in cloud computing

Y Wu, X Wang, W Susilo, G Yang, ZL Jiang… - Computer Standards & …, 2022 - Elsevier
Cloud computing has become one of the most popular distributed computing paradigms in
recent years. With its advantages of low cost, on-demand flexibility, and high data …

[PDF][PDF] 基因组数据隐私保护理论与方法综述

刘海, 彭长根, 吴振强, 田有亮, 田丰 - 计算机学报, 2021 - cjc.ict.ac.cn
摘要基因组数据已广泛应用于科学研究, 医疗服务, 法律与取证和直接面向消费者服务.
基因组数据不但可以唯一标识个体, 而且与遗传, 健康, 表型和血缘关系密切关联. 此外 …

Big genetic data and its big data protection challenges

P Quinn, L Quinn - Computer law & security review, 2018 - Elsevier
The use of various forms of big data have revolutionised scientific research. This includes
research in the field of genetics in areas ranging from medical research to anthropology …

Systematizing genome privacy research: a privacy-enhancing technologies perspective

A Mittos, B Malin, E De Cristofaro - arXiv preprint arXiv:1712.02193, 2017 - arxiv.org
Rapid advances in human genomics are enabling researchers to gain a better
understanding of the role of the genome in our health and well-being, stimulating hope for …

Private and efficient query processing on outsourced genomic databases

R Ghasemi, MM Al Aziz, N Mohammed… - IEEE journal of …, 2016 - ieeexplore.ieee.org
Applications of genomic studies are spreading rapidly in many domains of science and
technology such as healthcare, biomedical research, direct-to-consumer services, and legal …

Aftermath of bustamante attack on genomic beacon service

MMA Aziz, R Ghasemi, M Waliullah… - BMC medical genomics, 2017 - Springer
Background With the enormous need for federated eco-system for holding global genomic
and clinical data, Global Alliance for Genomic and Health (GA4GH) has created an …

Safety: Secure gwas in federated environment through a hybrid solution with intel sgx and homomorphic encryption

MN Sadat, MMA Aziz, N Mohammed, F Chen… - arXiv preprint arXiv …, 2017 - arxiv.org
Recent studies demonstrate that effective healthcare can benefit from using the human
genomic information. For instance, analysis of tumor genomes has revealed 140 genes …

Secure similar patients query on encrypted genomic data

MSR Mahdi, MM Al Aziz, D Alhadidi… - IEEE journal of …, 2018 - ieeexplore.ieee.org
Both individuals and enterprises produce genomic data rapidly and continuously. There is a
need to outsource such data to the cloud for better flexibility. Outsourcing also helps data …