Synthetic Authorization-Risk Dataset and Evaluation Artifacts for a Non-Intrusive Traffic Analysis Framework

This record contains the synthetic request dataset, configuration files, detector outputs, and analysis code supporting the manuscript “A Non-Intrusive Traffic Analysis Framework for Authorization Risk Detection and Coordinated Response in Web Applications.” The dataset was generated in a controlled local testbed and contains no real user data or personally identifiable information. The deposited materials include request-level labels and detector outputs, results for the evaluated baseline and proposed methods, framework-level ablation results, bootstrap confidence-interval calculations, threshold and class-composition sensitivity analyses, and prototype runtime measurements. The README documents the data schema, experimental configuration, software environment, execution order, and result-reproduction procedure. This record is intended to support verification and reproducibility of the reported framework-level validation results. The dataset does not represent production traffic and should not be interpreted as evidence of production-wide generality. The dataset, documentation, configuration descriptions, and experimental outputs are licensed under CC BY-NC 4.0. Source code and executable scripts are licensed under the PolyForm Noncommercial License 1.0.0.