3 papers
cs.CR2025
MTSP-LDP: A Framework for Multi-Task Streaming Data Publication under Local Differential Privacy
Chang Liu, Junzhou Zhao
The proliferation of streaming data analytics in data-driven applications raises critical privacy concerns, as directly collecting user data may compromise personal privacy. Althou…
cs.DC2024
Resource Allocation for Stable LLM Training in Mobile Edge Computing
Chang Liu, Jun Zhao
As mobile devices increasingly become focal points for advanced applications, edge computing presents a viable solution to their inherent computational limitations, particularly in…
cs.CR2024
Resource Allocation and Secure Wireless Communication in the Large Model-based Mobile Edge Computing System
Zefan Wang, Yitong Wang, Jun Zhao
With the rapid advancement of large models and mobile edge computing, transfer learning, particularly through fine-tuning, has become crucial for adapting models to downstream task…