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SaTC: CORE: Medium: Collaborative: Understanding Security in the Software Development Lifecycle: A Holistic, Mixed-Methods Approach

SaTC: CORE: Medium: Collaborative: Understanding Security in the Software Development Lifecycle: A Holistic, Mixed-Methods Approach
SaTC:核心:媒介:协作:了解软件开发生命周期中的安全性:整体的混合方法方法
批准号:
1801545
负责人:
Michelle Mazurek
金额:
$69.9万
依托单位国家:
美国
项目类别:
Continuing Grant
财政年份:
2018
资助国家:
美国
项目状态:
已结题
起止时间:
2018-09-01 至 2022-08-31

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中文摘要
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英文摘要
As software now pervades nearly every aspect of modern life, securing software is widely acknowledged as a critical problem. Although significant effort has gone into identifying flaws in software, as well as developing tools, libraries, and processes for detecting and mitigating these flaws during software development and maintenance, security problems remain pervasive. There has been comparatively little effort to empirically assess the effectiveness of existing tools and processes in realistic settings, and almost no effort to understand the root causes of professional developers making security errors. This lack of knowledge hinders the advancement of secure programming techniques that can effectively reduce the number of security bugs in deployed software. This research focuses on measuring and evaluating the effectiveness of particular approaches to securing software as carried out by typical developers. By combining anthropological observation of industrial development practice with experimental evaluation of tools and processes, this project will identify new or underappreciated approaches to improving software security in practice.The research includes four interdependent approaches: anthropological observation via long-term embedding in partner industrial software development teams; conducting and analyzing results from secure-programming contests that serve as quasi-experiments; controlled lab experiments; and analysis of open-source software artifacts. The anthropological approach produces deep insights through zero-proximity observation and reflection by fieldworkers, and competitions illuminate how differences in approach (language, tools, etc.) to a substantive problem correlate (quantitatively and qualitatively) with success or failure. Both of these approaches will generate hypotheses, which can then be tested via controlled lab experiments, as well as additional field, contest, and artifact observations. This combination of approaches leverages the strength of each in order to maximize both ecological and internal validity, offering the best chance to understand the real causes of (in)secure software development and offer effective guidance.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.
期刊论文(10)
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科研奖励(0)
会议论文
DOI: 10.1145/3313831.3376754
发表时间: 2020-04
期刊: Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems
影响因子: --
作者: [Daniel Votipka;Desiree Abrokwa;Michelle L. Mazurek]
通讯作者: Daniel Votipka;Desiree Abrokwa;Michelle L. Mazurek
DOI: --
发表时间: 2020
期刊:
影响因子: --
作者: [Daniel Votipka;Kelsey R. Fulton;James Parker;Matthew Hou;Michelle L. Mazurek;M. Hicks]
通讯作者: Daniel Votipka;Kelsey R. Fulton;James Parker;Matthew Hou;Michelle L. Mazurek;M. Hicks
DOI: 10.1109/sp46215.2023.10179478
发表时间: 2023-05
期刊: 2023 IEEE Symposium on Security and Privacy (SP)
影响因子: --
作者: [Kelsey R. Fulton;Samantha Katcher;Kevin Song;M. Chetty;Michelle L. Mazurek;Chloé Messdaghi;Daniel Votipka]
通讯作者: Kelsey R. Fulton;Samantha Katcher;Kevin Song;M. Chetty;Michelle L. Mazurek;Chloé Messdaghi;Daniel Votipka
DOI: --
发表时间: 2022
期刊:
影响因子: --
作者: [Zenong Zhang;Zach Patterson;M. Hicks;Shiyi Wei]
通讯作者: Zenong Zhang;Zach Patterson;M. Hicks;Shiyi Wei
7
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