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Elizabeth Lin

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Context Matters: Qualitative Insights into Developers' Approaches and...USENIX Security '252025-08-13
Study interviews 20 engineers and reports 20 interviews that reveal SCA tools are usually wired into CI/CD but produce floods of generic alerts that lack…
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Context Matters: Qualitative Insights into Developers’ Approaches and Challenges with Software...CVE/FIRST VulnCon 20252025-04-07
Paper reports results from 16 semi-structured interviews with developers who use SCA and finds one clear claim: context matters — alerts are too generic…
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Beyond the Bubble: Developing the next generation of designersConfig 20202020-02-06
Lightning briefs name concrete wins and constraints: Code.org reports Hour of Code — ~15 million participants and fast teacher-training scale; classroom use of…
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