Research

Here is a list of my publications:

Conference Papers

• 🌟 Spotlight: Lightweight Protocols for Distributed Private Quantile Estimation
  Anders Aamand, Fabrizio Boninsegna, Abigail Gentle, Jacob Imola, Rasmus Pagh. Spotlight at International Conference on Machine Learning (ICML) 2025.

• Differentially Private Release of Hierarchical Origin/Destination Data with a TopDown Approach
  Fabrizio Boninsegna, Francesco Silvestri. Proc. 25th Privacy Enhancing Technologies Symposium (PETS), 2025.

• Differentially Private High-Dimensional Approximate Range Counting, Revisited
  Martin Aumüller, Fabrizio Boninsegna, Francesco Silvestri. Proc. of 6th annual Symposium on Foundations of Responsible Computing (FORC) 2025.

• Locality Sensitive Hashing of Trajectories Under Local Differential Privacy Fabrizio Boninsegna Proc. 31st Symposium on Advanced Database Systems (SEBD) 2023.

Workshop Papers

• InfTDA: a Simple TopDown Mechanism for Hierarchical Differentially Private Counting Queries
  Fabrizio Boninsegna Workshop on Theory and Practice of Differential Privacy (TPDP) 2025.