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Misbehavior Detection on SUMO CACC Platoon

87F1 ScoreGMM-HMM
82.6584.8258789.175Dec 17, 2025

Evaluation results

MethodLinks
GMM-HMMPlatoon=Yes, Architecture=GMM-HMM, Deploy=Appropriate HW, Inference Time [ms]=130-280, Attacks=Pos./spd./acc., jam, Controller=SUMO CACC2025.1287—8886—————
RFPlatoon=Yes, Architecture=RF, Deploy=Appropriate HW, Inference Time [ms]=10, Attacks=Pos. mutation, Controller=Santini2025.12———————582—