arXiv cs.CLPaper
Cascade: Hierarchical Recoverability Control for Large Language Model Unlearning
Unlearning remains hard because knowledge leaks at multiple depths in the model. Cascade's multi-level attack is more complete than prior work and the robustness tests against extraction attacks actually convince. If you're building unlearning systems or operating under right-to-forget regulation, this advances the state.