iDASH Genome Privacy and Security Competition Workshop

项目摘要 基因组学数据共享对于加速生物医学研究和促进更高的权力至关重要 在分析中。然而，隐私和安全问题可能会阻碍跨机构的大规模数据共享， nations.人类基因组数据包含可识别的独特信息，不适当的共享将 使个人隐私受到威胁，并可能导致敏感的个人信息泄露。此外，患者的 同意对于基因组研究至关重要，因此新的社会技术方法也是必不可少的， 研究人员在进行人类基因组研究时需要考虑的问题。我们打算缩小技术差距， 带来先进的技术支持人类基因组研究。我们组织了一系列 通过竞赛评估最先进的隐私和安全模型，并执行真实世界的分析任务 与同伴工作坊。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 隐私和安全研究。在以往成功的推动下，我们建议继续努力。 我们计划吸引和支持来自全国代表性不足的群体的研究人员参加我们的 参加比赛并参加研讨会。

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.