CipherNest Research Artifact: Benchmark Dataset and Reproducibility Package for AI-Native Application Security Evaluation

This repository contains the benchmark datasets, evaluation scripts, statistical analysis code, and reproducibility artifacts supporting the experimental evaluation presented in the CipherNest research project. The artifact includes benchmark scenarios, labelled evaluation datasets, bootstrap confidence interval analysis, McNemar statistical significance testing, benchmark configuration files, and documentation required to reproduce the reported experimental results. The commercial CipherNest platform is proprietary software and is not included in this repository. This release is intended solely to support transparency and reproducibility of the published research.