Understanding the Security Boundary of Obfuscation-Based On-Device LLM Protection

Trusted Execution Environments TEEs offer a promising mechanism for safeguarding the intellectual property of on-device Large Language Models LLMs. To overcome the inherent computational bottlenecks of TEEs, existing TEE-Shielded LLM Partition TSLP methods apply efficient obfuscation schemes to...