Among Us: Adversarially Robust Collaborative Perception by Consensus

Overview

ROBOSAC samples subsets of collaborators and compares individual and collaborative perception for consensus. Autonomous-driving 3D detection experiments evaluate robustness to unseen attackers, with analysis linking sampling effort to attacker-free collaborator selection.