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quant-ph2026
Answering Counting Queries with Differential Privacy on a Quantum Computer
Arghya Mukherjee, Hassan Jameel Asghar, Gavin K. Brennen
Differential privacy is a mathematical notion of data privacy that has fast become the de facto standard in privacy-preserving data analysis. Recently a lot of work has focused on…
quant-ph2025
The Qudit Cirq Library: An Extension of Google's Cirq Library for Qudits
Svyatoslav Kushnarev, Hassan Jameel Asghar
This document contains a guide on how to use the Qudit Cirq library, an extension of Google's Cirq library for qudits. While Cirq provides necessary building blocks for quantum com…
quant-ph2024
Efficient Fault-Tolerant Quantum Protocol for Differential Privacy in the Shuffle Model
Hassan Jameel Asghar, Arghya Mukherjee, Gavin K. Brennen
We present a quantum protocol which securely and implicitly implements a random shuffle to realize differential privacy in the shuffle model. The shuffle model of differential priv…