# Ensemble-IDS

**Repository Path**: xbystudy/Ensemble-IDS

## Basic Information

- **Project Name**: Ensemble-IDS
- **Description**: 超越原版：改进的基于自动编码器的集成车内入侵检测系统
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 0
- **Created**: 2024-07-24
- **Last Updated**: 2024-11-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 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