AIBullisharXiv – CS AI · Mar 37/106
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Towards Privacy-Preserving LLM Inference via Collaborative Obfuscation (Technical Report)
Researchers have developed AloePri, the first privacy-preserving LLM inference method designed for industrial applications. The system uses collaborative obfuscation to protect input/output data while maintaining 96.5-100% accuracy and resisting state-of-the-art attacks, successfully tested on a 671B parameter model.