Anshul Nasery

Label Differential Privacy via Aggregation

2023 · arXiv (Cornell University)

In many real-world applications, due to recent developments in the privacy landscape, training data may be aggregated to preserve the privacy of sensitive training labels. In the learning from label proportions (LLP) framework, the dataset …