Tag: differential privacy
All the talks with the tag "differential privacy".
Graph Neural Networks - Privacy and Applications
Rucha Bhalchandra JoshiPublished: at 02:00 PMThis work discusses the complex relationships within graph-structured data and the use of graph neural networks (GNNs) for tasks such as node classification and link prediction. It also addresses privacy concerns in GNNs and presents a privacy-preserving approach that safeguards local graph structures while enabling meaningful analysis and insights.
An Introduction to (Privacy in Data Analysis and) Differential Privacy
Saswat DasPublished: at 03:30 PMIn this talk, we discuss an introduction to privacy in data analysis and differential privacy.