A Quasi-Experimental Developer Study of Security Training in LLM-Assisted Web Application Development
This paper presents a controlled quasi-experimental developer study examining whether a layer-based security training package is associated with improved security quality in LLM-assisted implementation of an identity-centric Java Spring Boot backend. The study uses a mixed design with a within-subject pre-training versus post-training comparison and an exploratory between-subject expertise factor. Twelve developers completed matched runs under a common interface, fixed model configuration, counterbalanced task sets, and a shared starter project. Security outcomes were assessed via independent manual validation of submitted repositories by the first and second authors. The primary particip...
| Authors | Mohammed Kharma, Ahmed Sabbah, Radi Jarrar et al. |
|---|---|
| Primary category | cs.CR |
| Published | 20 April 2026 |
| Last updated at source | 20 April 2026 |
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