2 papers
cs.CR2024
Locally Differentially Private In-Context Learning
Chunyan Zheng, Keke Sun, Wenhao Zhao +4
Large pretrained language models (LLMs) have shown surprising In-Context Learning (ICL) ability. An important application in deploying large language models is to augment LLMs with…
cs.CR2023
Two Views of Constrained Differential Privacy: Belief Revision and Update
Likang Liu, Keke Sun, Chunlai Zhou +1
In this paper, we provide two views of constrained differential private (DP) mechanisms. The first one is as belief revision. A constrained DP mechanism is obtained by standard pro…