Dynamic Adversarial Fine-Tuning Reorganizes Refusal Geometry

Wenhao Lan, Shan Li, Xinhua Lai +4

Safety-aligned language models must refuse harmful requests without broad over-refusal, but it remains unclear how dynamic adversarial fine-tuning changes refusal-control carriers:…