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CICI: RSARC: SECTOR: Building a Secure and Compliant Cyberinfrastructure for Translational Research

CICI: RSARC: SECTOR: Building a Secure and Compliant Cyberinfrastructure for Translational Research
CICI:RSARC:部门:为转化研究构建安全且合规的网络基础设施
批准号:
1738965
负责人:
Yan Luo
金额:
$99.97万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-09-01 至 2022-08-31

项目摘要

项目成果

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中文摘要
翻译
从医疗仪器、传感器、患者诊断记录、基因组和微生物样本收集的异质数据集的数量不断增加,推动了翻译研究。最近信息技术的进步通过对这些拥有大规模计算和存储资源的数据进行深入分析,极大地加速了翻译研究的创新。临床研究人员现在严重依赖这种网络基础设施来了解趋势、得出相关性和/或识别异常,这有助于准确的诊断、精确的药物发现和有效的疾病治疗。在这种情况下,患者数据的安全性、数据的有效共享以及以符合法规的方式处理数据至关重要。该项目解决了数据驱动的翻译研究的资源限制和安全问题。该项目将大大加快严重依赖敏感数据分析的临床研究活动。由此产生的软件定义的安全基础设施可以应用于承载敏感数据的广泛网络基础设施。该项目将加强计算机科学家、临床研究人员和IT经理之间的合作,并提供一个难得的机会,以整体的方式而不是特别的、增量的方式来应对网络基础设施挑战。该项目为翻译研究(Sector)设计和部署了一个安全和合规的网络基础设施,使之能够在私有计算集群、共享的HPC设施和/或符合HIPAA的云之间共享和计算敏感数据集。具体地说,它(1)利用新兴的软件定义基础设施(SDI)、区块链和安全域名系统来延伸敏感和隐私数据的计算边界。这是第一个将SDI的敏捷性和弹性引入临床研究活动的项目;(2)设计了一个框架,能够部署新的工作流,具有细粒度的用户和符合HIPAA(1996年健康保险携带和责任法案)技术保障的访问控制;(3)使用基于流的数据重定向和处理来迁移数据计算,只需很少的工作就可以移植现有的科学应用程序;(4)设计一个门户网站,利用底层的SDI资源来帮助不同的利益相关者表达他们的工作流程,并简化医疗资源的管理。
英文摘要
Translational research has been driven by the increasing amount of heterogeneous data sets collected from medical instruments, sensors, patient diagnosis records, genomic and microbiome samples. The recent advancement in information technology greatly accelerates the innovation in translational research by applying in-depth analysis on these data with large scale computing and storage resources. Clinical researchers now heavily rely on such cyberinfrastructure to understand trends, derive correlations, and/or identify anomalies, which are instrumental to accurate diagnosis, precision drug discovery and effective treatment of diseases. In this context, the security of the patient data, the efficient sharing of data, and the processing of data in a regulation compliant fashion are critical. This project addresses the resource limitations and security aspects of data-driven translational research. The project will greatly speed up clinical research activities that rely heavily on the analysis of sensitive data. The resulting software defined security infrastructure can be applied to a wide range of cyberinfrastructure that carries sensitive data. The project will strengthen the collaboration among computer scientists, clinical researchers, IT managers and provides a rare opportunity to address the cyberinfrastructure challenges in a holistic way instead of an ad hoc, incremental manner.This project designs and deploys a Security and compliant Cyberinfrastructure for Translational Research (SECTOR) that enables sharing and computing on sensitive data sets between private compute clusters, a shared HPC facility and/or a HIPAA compliant cloud. Specifically, it (1) leverages the emerging software defined infrastructure (SDI), blockchain and secure domain name system to extend the boundary of computing on sensitive and private data. This is the first project to bring the agility and resilience of SDI to clinical research activities; (2) designs a framework that enables the deployment of a new workflows with fine grained user and access control that are compliant with the HIPAA (Health Insurance Portability and Accountability Act of 1996) technical safeguard; (3) enables the migration of data computation using streaming based data redirection and processing, requiring very little effort in porting existing scientific applications; (4) designs a portal that exploits the underlying SDI resources to help various stakeholders to express their workflow and simplify the management of healthcare resources.
期刊论文(14)
专著(0)
科研奖励(0)
会议论文
DOI: 10.1145/3536221.3556618
发表时间: 2022-11
期刊: Proceedings of the 2022 International Conference on Multimodal Interaction
影响因子: --
作者: [Li Zhou;Yan Luo]
通讯作者: Li Zhou;Yan Luo
CareNet: Building a Secure Software-defined Infrastructure for Home-based Healthcare
CareNet:为家庭医疗保健构建安全的软件定义基础设施
DOI: 10.1145/3040992.3041007
发表时间: 2017
期刊: SDN-NFVSec '17 Proceedings of the ACM International Workshop on Security in Software Defined Networks & Network Function Virtualization
影响因子: --
作者: [Li, Peilong, Xu, Chen, Luo, Yan, Cao, Yu, Mathew, Jomol, Ma, Yunsheng]
通讯作者: Ma, Yunsheng
TLS Encrypted Application Classification Using Machine Learning with Flow Feature Engineering
使用机器学习和流特征工程进行 TLS 加密应用程序分类
DOI: 10.1145/3442520.3442529
发表时间: 2020
期刊: ICCNS 2020: 2020 the 10th International Conference on Communication and Network Security
影响因子: --
作者: [Barut, Onur, Zhu, Rebecca, Luo, Yan, Zhang, Tong]
通讯作者: Zhang, Tong
DOI: 10.1109/chase.2017.121
发表时间: 2017-07
期刊: 2017 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE)
影响因子: --
作者: [Peilong Li;Chen Xu;Yan Luo;Yu Cao;J. Mathew;Yunsheng Ma]
通讯作者: Peilong Li;Chen Xu;Yan Luo;Yu Cao;J. Mathew;Yunsheng Ma
共 11 条
    PFI-RP: BioSPACE: Biosensing Surveillance of Pathogens in Aquaculture and Coastal Environments
    • 批准号:
      2329826
    • 项目类别:
      Continuing Grant
    • 资助金额:
      $100.0万
    • 财政年份:
      2023
    • 负责人:
      Yan Luo
    • 依托单位:
    I-Corps: Embedded Machine Vision for Accurate Gait Analyses and Body Movement Measurements
    • 批准号:
      1823766
    • 项目类别:
      Standard Grant
    • 资助金额:
      $5.0万
    • 财政年份:
      2018
    • 负责人:
      Yan Luo
    • 依托单位:
    CICI: Secure Data Architecture: STREAMS: Secure Transport and REsearch Architecture for Monitoring Stroke Recovery
    • 批准号:
      1547428
    • 项目类别:
      Standard Grant
    • 资助金额:
      $49.99万
    • 财政年份:
      2016
    • 负责人:
      Yan Luo
    • 依托单位:
    I-Corps: SDNatics: Big Data Analytics of Software Defined Networks to Understand, Predict and Protect Critical Computer Networks
    • 批准号:
      1530989
    • 项目类别:
      Standard Grant
    • 资助金额:
      $5.0万
    • 财政年份:
      2015
    • 负责人:
      Yan Luo
    • 依托单位:
    海外基金