FAST-IDS: A Fast Two-Stage Intrusion Detection System with Hybrid Compression for Real-Time Threat Detection in Connected and Autonomous Vehicles

TL;DR

This paper introduces FAST-IDS, a two-stage intrusion detection system with hybrid compression designed for real-time threat detection in resource-limited connected and autonomous vehicles.

Contribution

It presents a novel multi-stage IDS with hybrid compression tailored for deployment in resource-constrained CAV environments.

Findings

Achieves real-time detection with low latency.

Reduces model size through hybrid compression.

Suitable for resource-limited CAV systems.

Abstract

We have implemented a multi-stage IDS for CAVs that can be deployed to resourec-constrained environments after hybrid model compression.