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TRAP: Tail-aware Ranking Attack for World-Model Planning

cs.LG · 2026-05-03 · unverdicted · novelty 6.0

TRAP is a tail-aware ranking attack that plants a backdoor in world models so that a trigger causes the model to reorder a few critical imagined trajectories and redirect planning while preserving normal behavior on clean inputs.

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  • TRAP: Tail-aware Ranking Attack for World-Model Planning cs.LG · 2026-05-03 · unverdicted · none · ref 12

    TRAP is a tail-aware ranking attack that plants a backdoor in world models so that a trigger causes the model to reorder a few critical imagined trajectories and redirect planning while preserving normal behavior on clean inputs.