Travel: NSF Student Travel Grant for 2023 IEEE Conference on Secure and Trustworthy Machine Learning (IEEE SaTML)

旅行：2023 年 IEEE 安全可信机器学习会议 (IEEE SaTML) 的 NSF 学生旅行补助金

• 批准号: 2317300
• 负责人: Patrick McDaniel
• 金额: $ 1.5万
• 依托单位: University of Wisconsin-Madison
• 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: 2023-02-01 至 2023-12-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=2317300&HistoricalAwards=false
• 关键词: Travel; NSF; Student; Grant; 2023

This grant is to provide travel support for 15 United States-based graduate students to attend the IEEE Conference on Secure and Trustworthy Machine Learning. This conference represents the first stand-alone conference that will expand on the theoretical and practical understandings of the vulnerabilities inherent to machine learning (ML) systems, explore the robustness of ML algorithms and systems, and aid in developing a unified scientific community aimed at creating trustworthy ML systems. The organizers will reserve at least 25% of this travel award for underrepresented groups, particularly women, minorities, and for first-time conference attendees. Participation in such conferences is an extremely important part of the graduate school experience, providing the opportunity to interact with more senior researchers and to be exposed to leading edge work in the field. The support will enable the participation of students who might otherwise be unable to attend the IEEE SaTML conference.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.

该赠款是为15名美国研究生提供旅行支持，以参加有关安全和值得信赖的机器学习的IEEE会议。这次会议代表了第一次独立会议，该会议将扩大对机器学习（ML）系统固有的脆弱性的理论和实践理解，探索ML算法和系统的鲁棒性，并有助于开发一个旨在创建可信赖ML系统的统一科学界。组织者将至少保留该旅行奖的25％，占代表性不足的团体，尤其是妇女，少数民族和首次会议与会者。参加此类会议是研究生院经验中极为重要的一部分，为与更多高级研究人员互动并接触到该领域的领先工作提供了机会。支持将使否则可能无法参加IEEE SATML会议的学生参与。该奖项反映了NSF的法定任务，并且被认为是值得通过基金会的知识分子优点和更广泛的影响评估标准通过评估来支持的。