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Talha Imran

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#small language model Open access Aug 2026

Prompt Framing and the Coverage Gap in Automated Security Analysis of Code Generated by Small, Locally Run Language Models

Initial Research Release This is the first public release of Security in LLM-Generated Code. This release contains the research materials, experimental code, datasets, analysis scripts, findings, and supporting documentation associated with the study. Contents Research paper and supporting documentation Experimental datasets LLM-generated code security analysis Analysis and auditing scripts Research findings Reproducibility materials Version v1.0.0 This release represents the initial public version of the project and is intended to provide a stable, citable snapshot of the research.

Talha Imran · 0 citations
#small language model Open access Aug 2026

Prompt Framing and the Coverage Gap in Automated Security Analysis of Code Generated by Small, Locally Run Language Models

Initial Research Release This is the first public release of Security in LLM-Generated Code. This release contains the research materials, experimental code, datasets, analysis scripts, findings, and supporting documentation associated with the study. Contents Research paper and supporting documentation Experimental datasets LLM-generated code security analysis Analysis and auditing scripts Research findings Reproducibility materials Version v1.0.0 This release represents the initial public version of the project and is intended to provide a stable, citable snapshot of the research.

Talha Imran · 0 citations