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Context Matters: Qualitative Insights into Developers' Approaches and...

Talkat USENIX Security '25 · 2025-08-13..08-15· [security, developer-experience]
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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 concrete impact data, forcing triage and manual work. Findings show ecosystem gaps, teams running multiple SCAs or building custom aggregators, one group even forked the library to remove vulnerable code, and recommend adding reachability context plus infrastructure and network info so SCA stops CI gates causing halts and reduces false positives.

AI-written summary · about

  1. 0:00SCA challenges introduction
  2. 1:59User study on SCA tools
  3. 3:03Context in vulnerability alerts
  4. 4:51SCA in development pipelines
  5. 8:04Fixing vulnerabilities overhead
  6. 12:42Improving SCA tools
  7. 13:47Key takeaways for SCA
  8. 15:09Conclusion
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