Synthetic Cyber Security Dataset Generators and Conformal Prediction-Based Model Selection Algorithm
Abstract
These files contain code and data necessary to replicate experiments in a paper titled "Enhancing Intrusion Detection and Prevention Systems with Hybrid Generative Models and Conformal Prediction". This includes preprocessing code, generative models, and evaluation code. It further includes preprocessed data (but not the original raw datasets, these are linked in the README if one wishes to perform preprocessing themselves), data produced by generative models, and predictions from a classifier used to obtain our results.
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 27 April 2026
- Language
- EN