/Ensemble-IDS

Improved Autoencoder-based Ensemble In-vehicle Intrusion Detection System

Primary LanguagePython

Beyond Vanilla: Improved Autoencoder-based Ensemble In-vehicle Intrusion Detection System

https://www.sciencedirect.com/science/article/pii/S2214212623001540

This repository include the code for the Improved Autoencoder-based Ensemble In-vehicle Intrusion Detection System

Analysis.py - Corralation analysis and Cramér's statistic calculation

road_attacks.py - Data preprocessing for attack data

Payload_model.py - Code for Latent AE model

Payload_model_evaluation.py - Evaluation for Latent AE model

ID_Model Evaluation.py - GRU based model and ensemble model evaluation