CICI: UCSS: Human-Centered Cybersecurity in Robotic Surgery (HCCRS) - Coordinating the Human and Cyber Infrastructure for Cybersecurity
CICI:UCCSS:机器人手术中以人为中心的网络安全 (HCCCS) - 协调网络安全的人力和网络基础设施
基本信息
- 批准号:2319891
- 负责人:
- 金额:$ 60万
- 依托单位:
- 依托单位国家:美国
- 项目类别:Standard Grant
- 财政年份:2023
- 资助国家:美国
- 起止时间:2023-07-15 至 2026-06-30
- 项目状态:未结题
- 来源:
- 关键词:
项目摘要
Robotic-assisted surgery cyberinfrastructure combines advanced data analytics and decision making in the cloud with interconnected Internet of Things-based systems that has brought opportunities for advanced diagnostics, patient monitoring, and personalized medicine. However, the increased data and resource sharing enabled by these devices and artificial intelligence in the robotic-assisted surgery infrastructure has increased vulnerabilities and opportunities for cyberattacks. In particular, data-integrity attacks that interfere with critical real-time data can potentially disrupt surgical performance and compromise patient safety. Existing studies on cyberinfrastructure security in these environments do not fully consider users’ cybersecurity awareness and knowledge or evaluate training and mitigation for cyberattacks. This project aims to create a Human-Centered Cybersecurity in Robotic Surgery (HCCRS) framework by integrating data analytics and healthcare human factors to design new human-centered algorithms to detect, identify, and mitigate cyberattacks in the robotic surgery cyberinfrastructure. The HCCRS framework will lead to sustained impact that can be translated to other digital health technologies and generalized to the National Initiative for Cybersecurity Education Cybersecurity Workforce Framework. This work addresses the critical gap in cybersecurity for surgical care. Specifically, the following research aims are studied: (1) identify robotic surgery cybersecurity perspectives of stakeholders through qualitative research approaches; (2) design a data-driven human-centered attack detection and identification framework using Graphical Neural Networks-based impact quantification and multimodal high-dimensional data fusion techniques; and (3) develop and validate robotic surgery cybersecurity training materials and an cyberattack intervention system. This work enhances the performance and usability of current and future heterogenous robotic surgery cyberinfrastructures.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
机器人辅助手术网络基础设施将云中的高级数据分析和决策与基于物联网的互联系统相结合,为高级诊断、患者监控和个性化医疗带来了机会。然而,这些设备和人工智能在机器人辅助手术基础设施中实现的数据和资源共享的增加增加了脆弱性和网络攻击的机会。特别是,干扰关键实时数据的数据完整性攻击可能会扰乱手术性能并危及患者安全。现有关于这些环境中网络基础设施安全的研究没有充分考虑用户的网络安全意识和知识,也没有对网络攻击的培训和缓解进行评估。该项目旨在通过整合数据分析和医疗保健人为因素来设计新的以人为中心的算法,以检测、识别和缓解机器人手术网络基础设施中的网络攻击,从而创建一个以人为中心的机器人手术网络安全(HCCRS)框架。HCCRS框架将产生持续的影响,可转化为其他数字保健技术,并推广到国家网络安全教育倡议网络安全劳动力框架。这项工作解决了外科护理网络安全方面的关键漏洞。具体研究目标如下:(1)通过定性研究方法识别利益相关者的机器人手术网络安全视角;(2)利用基于图形神经网络的影响量化和多模式高维数据融合技术,设计一个数据驱动的以人为中心的攻击检测和识别框架;(3)开发和验证机器人手术网络安全培训材料和网络攻击干预系统。这项工作提高了当前和未来异类机器人手术网络基础设施的性能和可用性。该奖项反映了NSF的法定使命,并通过使用基金会的智力优势和更广泛的影响审查标准进行评估,被认为值得支持。
项目成果
期刊论文数量(0)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
数据更新时间:{{ journalArticles.updateTime }}
{{
item.title }}
{{ item.translation_title }}
- DOI:
{{ item.doi }} - 发表时间:
{{ item.publish_year }} - 期刊:
- 影响因子:{{ item.factor }}
- 作者:
{{ item.authors }} - 通讯作者:
{{ item.author }}
数据更新时间:{{ journalArticles.updateTime }}
{{ item.title }}
- 作者:
{{ item.author }}
数据更新时间:{{ monograph.updateTime }}
{{ item.title }}
- 作者:
{{ item.author }}
数据更新时间:{{ sciAawards.updateTime }}
{{ item.title }}
- 作者:
{{ item.author }}
数据更新时间:{{ conferencePapers.updateTime }}
{{ item.title }}
- 作者:
{{ item.author }}
数据更新时间:{{ patent.updateTime }}
Jackie Cha其他文献
Extended reality as a modality to train non-technical skills in healthcare: A scoping review
扩展现实作为医疗保健中非技术技能培训的一种方式:一项范围综述
- DOI:
10.1016/j.apergo.2024.104463 - 发表时间:
2025-05-01 - 期刊:
- 影响因子:3.400
- 作者:
Alec Gonzales;Cullen Jackson;Jackie Cha - 通讯作者:
Jackie Cha
Neural insights on expert surgeons’ mental workload during live robotic surgeries
关于专家外科医生在活体机器人手术期间心理工作量的神经学见解
- DOI:
10.1038/s41598-025-96064-w - 发表时间:
2025-04-09 - 期刊:
- 影响因子:3.900
- 作者:
Chiho Lim;Marian Obuseh;Jackie Cha;James Steward;Chandru Sundaram;Denny Yu - 通讯作者:
Denny Yu
Jackie Cha的其他文献
{{
item.title }}
{{ item.translation_title }}
- DOI:
{{ item.doi }} - 发表时间:
{{ item.publish_year }} - 期刊:
- 影响因子:{{ item.factor }}
- 作者:
{{ item.authors }} - 通讯作者:
{{ item.author }}
{{ truncateString('Jackie Cha', 18)}}的其他基金
FW-HTF-P: Adapting to the Future of Robotic Surgery: Understanding Training and Design Environments for Human-Robot Teams
FW-HTF-P:适应机器人手术的未来:了解人机团队的培训和设计环境
- 批准号:
2222806 - 财政年份:2022
- 资助金额:
$ 60万 - 项目类别:
Standard Grant
相似海外基金
CICI: UCSS: Trusted Resource Allocation in Volunteer Edge-Cloud Computing Workflows
CICI:UCSS:志愿者边缘云计算工作流程中的可信资源分配
- 批准号:
2232889 - 财政年份:2023
- 资助金额:
$ 60万 - 项目类别:
Standard Grant
CICI: UCSS: Building a Community of Practice for Supporting Regulated Research
CICI:UCSS:建立支持监管研究的实践社区
- 批准号:
2409859 - 财政年份:2023
- 资助金额:
$ 60万 - 项目类别:
Standard Grant
CICI: UCSS: Enhancing the Usability of Vulnerability Assessment Results for Open-Source Software Technologies in Scientific Cyberinfrastructure: A Deep Learning Perspective
CICI:UCSS:增强科学网络基础设施中开源软件技术漏洞评估结果的可用性:深度学习视角
- 批准号:
2319325 - 财政年份:2023
- 资助金额:
$ 60万 - 项目类别:
Standard Grant
CICI: UCSS: Secure Containers in High-Performance Computing Infrastructure
CICI:UCSS:高性能计算基础设施中的安全容器
- 批准号:
2319975 - 财政年份:2023
- 资助金额:
$ 60万 - 项目类别:
Standard Grant
CICI: UCSS: Maximizing Data Utility and Participant Privacy through Usable, Secure Data Workflows for Human-Centered AI Research
CICI:UCSS:通过可用、安全的数据工作流程实现以人为本的人工智能研究,最大限度地提高数据效用和参与者隐私
- 批准号:
2232690 - 财政年份:2023
- 资助金额:
$ 60万 - 项目类别:
Standard Grant
CICI: UCSS: Confidential Computing in Reproducible Collaborative Workflows
CICI:UCSS:可重复协作工作流程中的机密计算
- 批准号:
2232824 - 财政年份:2023
- 资助金额:
$ 60万 - 项目类别:
Standard Grant
CICI: UCSS: ScienceAccess: Enabling Zero-Trust Resource Access Management for Scientific Collaborations
CICI:UCSS:ScienceAccess:为科学合作实现零信任资源访问管理
- 批准号:
2232911 - 财政年份:2022
- 资助金额:
$ 60万 - 项目类别:
Standard Grant
CICI: UCSS: Building a Community of Practice for Supporting Regulated Research
CICI:UCSS:建立支持监管研究的实践社区
- 批准号:
2201028 - 财政年份:2021
- 资助金额:
$ 60万 - 项目类别:
Standard Grant
CICI: UCSS: SciAuth: Deploying Interoperable and Usable Authorization Tokens to Enable Scientific Collaborations
CICI:UCSS:SciAuth:部署可互操作和可用的授权令牌以实现科学协作
- 批准号:
2114989 - 财政年份:2021
- 资助金额:
$ 60万 - 项目类别:
Standard Grant
CICI: UCSS: Towards Secure and Usable Push Notification Authentication for Collaborative Scientific Infrastructures
CICI:UCSS:为协作科学基础设施实现安全可用的推送通知身份验证
- 批准号:
2115107 - 财政年份:2021
- 资助金额:
$ 60万 - 项目类别:
Standard Grant