2 papers
cs.CR2024
A Survey on Private Transformer Inference
Yang Li, Xinyu Zhou, Yitong Wang +2
Transformer models have revolutionized AI, enabling applications like content generation and sentiment analysis. However, their use in Machine Learning as a Service (MLaaS) raises…
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…