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Author

Laurie Williams

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Review Aug 2026

The Software Supply Chain as a Market for Lemons: A Multivocal Review of Trust Signal Collapse

Practitioners evaluating open-source dependencies rely on cheap trust signals, e.g., stars, download counts, and contributor activity, as substitutes for direct code inspection, assuming those signals reflect genuine trustworthiness. Prior work has documented individual signal gaming, but the landscape of collapses acr...

Ranindya Paramitha, Christian Kästner, Laurie A. Williams · 0 citations
Preprint Aug 2026

The Rising Cost of Trust: Practitioners'Trust Signals, Controls, and Responses in the Software Supply Chain

The software supply chain is becoming more complex, and AI is reshaping its threat landscape, e.g., raising concerns about the quality of AI-generated dependencies. Seen through the lens of trust, the stakes of eroding trust in the software supply chain are high, yet we lack an empirical baseline on practitioners'trust...

Ranindya Paramitha, Siri Paidipalli, Laurie A. Williams et al. · 0 citations
#artificial intelligence Preprint Jul 2026

From Adoption to Deployment: A Qualitative Study on AI Integration in Software Development Practice

The goal of this study is to understand practitioners'decision making process and security considerations in selecting and integrating AI components through an exploratory semi-structured interview study, and distill the findings into actionable recommendations for AI adopters, model providers, and researchers.

Mahzabin Tamanna, Elizabeth Lin, Sparsha Gowda et al. · 0 citations

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