most citedDPAdapter: Improving Differentially Private Deep Learning through Noise Tolerance Pre-training

3 citations · 3 across the 6 of their papers we have counts for

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cs.CL2026

Beyond Local vs. External: A Game-Theoretic Framework for Trustworthy Knowledge Acquisition

Rujing Yao, Yufei Shi, Yang Wu +5

Cloud-hosted Large Language Models (LLMs) offer unmatched reasoning capabilities and dynamic knowledge, yet submitting raw queries to these external services risks exposing sensiti…