The EVerest Dataset for Secure Software Engineering

arXiv·medium signal

End-to-end security verification spanning requirements, architecture, and code requires datasets that label all three artifact types with fine-grained security annotations, which EVerest provides. It's an enabling resource for training and evaluating LLM-based security review tools that need to reason across the full software lifecycle rather than a single layer.