A Privacy-Preserving and Trustworthy Inference Framework for LLM-IoT Integration via Hierarchical Federated Collaborative Computing

Chengzhuo Han, Tingting Yang, Zhengqi Cui, Xin Sun. A Privacy-Preserving and Trustworthy Inference Framework for LLM-IoT Integration via Hierarchical Federated Collaborative Computing. IEEE Internet of Things Journal, 12(24):51877-51891, dec15 2025. [doi]

Abstract

Abstract is missing.