Slow Drift Temporal Poisoning attacks and vision language model guided defense for BEV perception in autonomous vehicles
Results indicate that temporal memory is an attack surface that BEV security evaluation has not yet accounted for, and that cross-modal semantic verification is a promising, if not yet field-validated, direction for defending it.
S. Hallur, G. Baskaran, Hari Krishna Kattoju et al.
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