No Single Neuron of Failure: Distributed Safety Alignment Against White-Box Attacks

Simiao Xie, Chuancheng Shi, Shangze Li +5

With the rapid release of open-weight large foundation models, safety threats are shifting from black-box jailbreaks to neuron-level white-box attacks that directly identify and ma…