Artificial Intelligence, Machine Learning, Generative Ai, Thesequence, Llm.
capabilities. When only private labeled examples are available, directly using them poses a privacy risk. In Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation, Microsoft researchers proposed a solution that synthesizes demonstration examples from a private