iDASH Genome Privacy and Security Competition Workshop

iDASH 基因组隐私和安全竞赛研讨会

基本信息

批准号：
10614292
负责人：
Xiaoqian Jiang
金额：
$ 2万
依托单位：
UNIVERSITY OF CALIFORNIA, SAN DIEGO
依托单位国家：
美国
项目类别：
财政年份：
2023
资助国家：
美国
起止时间：
2023-02-16 至 2028-01-31
项目状态：
未结题

来源：
https://reporter.nih.gov/project-details/10614292
关键词：
Academia Acceleration Address Benchmarking Biomedical Research Caring Code Communities Companions Consent Data Data Set Development Educational workshop Evaluation Event Extravasation Family Fellowship Fingerprint Funding Future Genome Genomics Grant Human Human Genome Individual Industry Institution Knowledge Measures Methods Modeling National Human Genome Research Institute Nature Outsourcing Paper Participant Patients Performance Postdoctoral Fellow Privacy Privatization Publications Reporting Research Research Personnel Research Project Grants Rest Risk Secure Security Series Side Slide Speech Students Surveys Technology Testing Time Travel Underrepresented Minority Underrepresented Populations Voting Woman biomedical informatics computer science cryptography data sharing frontier genomic data human genomics innovation interdisciplinary collaboration interest large scale data meetings new technology news novel posters preference privacy preservation prototype success task analysis tool web portal

项目摘要

Project Summary Genomics data sharing is of paramount importance to accelerate biomedical research and facilitate higher power in analysis. However, privacy and security concerns can hinder large scale data sharing across institutions and nations. Human genomics data contain unique information that is identifiable, and inappropriate sharing would put individual’s privacy at risk and potentially lead to leakage of sensitive personal information. Also, patients’ consents are crucial for genomic studies, and therefore novel sociotechnical methods are also essential for researchers to consider while conducting human genomic research. We intend to close the technology gap and bring advanced enabling technology to support human genomic research. We have organized a series of competitions to evaluate state-of-the-art privacy and security models with real-world motivated analysis tasks with companion workshops. As an emerging interdisciplinary community, we are pushing the frontiers of genomic privacy and security research. Motivated by our previous successes, we are proposing to continue the effort. We plan to engage and support researchers from nationally underrepresented groups to participate in our competitions and attend the workshops.

项目概要基因组数据共享对于加速生物医学研究和促进更高的功率至关重要然而，在分析中，隐私和安全问题可能会阻碍跨机构和跨机构的大规模数据共享。人类基因组数据包含可识别的独特信息，不适当的共享将导致使个人隐私面临风险，并可能导致敏感个人信息泄露。同意对于基因组研究至关重要，因此新颖的社会技术方法对于基因组研究也至关重要研究人员在进行人类基因组研究时要考虑的问题，我们打算缩小技术差距并我们组织了一系列支持人类基因组研究的先进技术。通过现实世界的激励分析任务来评估最先进的隐私和安全模型的竞赛作为一个新兴的跨学科社区，我们正在推动基因组学的前沿。受我们之前成功的启发，我们建议继续努力。我们计划吸引并支持来自全国代表性不足群体的研究人员参与我们的研究比赛并参加研讨会。