Label Differential Privacy via Aggregation

Anand Brahmbhatt, Rishi Saket, Shreyas Havaldar +2

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 l…