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Author

Sunny Chokshi

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#small language model Open access Oct 2026

Known-Bad Names, Unknown-Bad Uses: What Local Code Models Detect When They Review Cryptographic API Misuse

Small code language models are now easy to run on a developer's own laptop, and one thing people ask them to do is a quick security pass over code before it ships. I wanted to know how far that trust holds for one narrow but dangerous flaw family, cryptographic API misuse. I built CryptoBench, a set of thirty-six vulne...

Sunny Chokshi · 0 citations
#small language model Open access Oct 2026

Known-Bad Names, Unknown-Bad Uses: What Local Code Models Detect When They Review Cryptographic API Misuse

Small code language models are now easy to run on a developer's own laptop, and one thing people ask them to do is a quick security pass over code before it ships. I wanted to know how far that trust holds for one narrow but dangerous flaw family, cryptographic API misuse. I built CryptoBench, a set of thirty-six vulne...

Sunny Chokshi · 0 citations

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