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Neuron / cluster recovery

Edit individual neurons or neuron clusters to restore safety behaviour.

Method Mechanism
NLSR Neuron-level safety realignment
MSCP Multi-level safety continual projection
Antidote v1 WANDA importance pruning
Antidote v2 Layer-adaptive WANDA + utility floor
PKE Parameter knowledge editing for safety neurons
SafeReAct Reactivate dormant safety neurons via probe inputs
SCRUB (recover) Teacher-student distillation recovery (training-based)