P2Skill: Privacy Preserving Skill Distillation for Cloud-Local LLM Inference Systems.

arXiv:2608.14094v2 Announce Type: replace-cross Abstract: Cloud-local LLM inference can use the reasoning capability of large cloud models, but cloud-bound requests must exclude personally identifiable information (PII). Existing privacy-preserving methods mod