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Jian-Wei Liu

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2025

LoRO: Real-Time on-Device Secure Inference for LLMs via TEE-Based Low Rank Obfuscation

LoRO can solve the concerns regarding model thefts on edge devices in an efficient and secure manner, facilitating the wide edge application of LLMs and identifying a statistical vulnerability in existing protection methods.

Gao-Jian Xiong, Yu Sun, Jian-Hua Liu et al. · 6 citations

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