Yutong Liu
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126
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Crypto×1AI×1
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2026
Adversarial Trust Poisoning in Vehicular Collaborative Perception
The paper introduces TrustFlip, a novel physical adversarial attack that exploits consistency-based trust defenses in vehicular collaborative perception by using genuine objects to induce inconsistencies among benign vehicles, thereby poisoning the trust scores of targeted vehicles.
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