FAST-IDS: A Fast Two-Stage Intrusion Detection System with Hybrid Compression for Real-Time Threat Detection in Connected and Autonomous Vehicles · SOTA2 Research

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

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

Devika S, Vishnu Hari, Pratik Narang, Tejasvi Alladi, Vinay Chamola · 2025

Task	Dataset	Result	Rank
Intrusion Detection	VeReMi Extension Stage 2 (test)	Recall (A1)82.5		5
Intrusion Detection	10,000 sequences (526 vehicles) (inference)	Data Setup Ratio0.003		4

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