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Differential privacy has been an exceptionally successful concept when it comes to providing provable security guarantees for classical computations.
Quasi-entropies for finite quantum systems
D. Petz · 1986
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Beyond strong subadditivity? improved bounds on the contraction of generalized relative entropy
M. B. Ruskai · 1994
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An upper bound on the threshold quantum decoherence rate
A. A. Razborov · 2003
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Differential privacy
C. Dwork · 2006
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Calibrating noise to sensitivity in private data analysis
C. Dwork, F. McSherry, K. Nissim, and A. Smith · 2006
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Upper bounds on the noise threshold for fault-tolerant quantum computing
J. Kempe, O. Regev, F. Unger, and R. De Wolf · 2008
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A statistical framework for differential privacy
L. Wasserman and S. Zhou · 2010
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On the strong converses for the quantum channel capacity theorems
N. Sharma and N. A. Warsi · 2012
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Local privacy, data processing inequalities, and minimax rates
J. C. Duchi, M. I. Jordan, and M. J. Wainwright · 2013
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The algorithmic foundations of differential privacy
C. Dwork and A. Roth · 2013
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On quantum Rényi entropies: A new generalization and some properties
M. Muller-Lennert, F. Dupuis, O. Szehr, S. Fehr, and M. Tomamichel · 2013
Earlier work this paper cites.
Equivalence of wave–particle duality to entropic uncertainty
P. J. Coles, J. Kaniewski, and S. Wehner · 2014
Earlier work this paper cites.
Strong converse for the classical capacity of entanglement-breaking and hadamard channels via a sandwiched rényi relative entropy
M. M. Wilde, A. Winter, and D. Yang · 2014
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The composition theorem for differential privacy
P. Kairouz, S. Oh, and P. Viswanath · 2015
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A new quantum version of f-divergence
K. Matsumoto · 2015
Cited alongside, same era.
Quantum information processing with finite resources: mathematical foundations
M. Tomamichel · 2015
Cited alongside, same era.
E γ {E}_{\gamma} -resolvability
J. Liu, P. Cuff, and S. Verdú · 2016
Cited alongside, same era.
On variational expressions for quantum relative entropies
M. Berta, O. Fawzi, and M. Tomamichel · 2017
Cited alongside, same era.
Rényi differential privacy
I. Mironov · 2017
Cited alongside, same era.
Privacy-preserving quantum machine learning using differential privacy
M. Senekane, M. Mafu, and B. M. Taele · 2017
Cited alongside, same era.
Differential privacy in quantum computation
Amortized channel divergence for asymptotic quantum channel discrimination
M. M. Wilde, M. Berta, C. Hirche, and E. Kaur · 2020
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Classical mechanism is optimal in classical-quantum differentially private mechanisms
Y. Yoshida and M. Hayashi · 2020
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Private learning implies quantum stability
S. Arunachalam, Y. Quek, and J. Smolin · 2021
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Local differential privacy is equivalent to contraction of e γ e_{\gamma} -divergence
S. Asoodeh, M. Aliakbarpour, and F. P. Calmon · 2021
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The quantum wasserstein distance of order 1
G. De Palma, M. Marvian, D. Trevisan, and S. Lloyd · 2021
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L. Zhou and M. Ying · 2017
Cited alongside, same era.
Gentle measurement of quantum states and differential privacy
S. Aaronson and G. N. Rothblum · 2019
Cited alongside, same era.
Convexity and operational interpretation of the quantum information bottleneck function
N. Datta, C. Hirche, and A. Winter · 2019
Cited alongside, same era.
Privacy analysis of online learning algorithms via contraction coefficients
S. Asoodeh, M. Diaz, and F. P. Calmon · 2020
Cited alongside, same era.
Hypothesis testing interpretations and renyi differential privacy
B. Balle, G. Barthe, M. Gaboardi, J. Hsu, and T. Sato · 2020
Cited alongside, same era.
On contraction coefficients, partial orders and approximation of capacities for quantum channels
C. Hirche, C. Rouzé, and D. S. França · 2020
Cited alongside, same era.
Quantum noise protects quantum classifiers against adversaries
Y. Du, M.-H. Hsieh, T. Liu, D. Tao, and N. Liu · 2021
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Ricci curvature of quantum channels on non-commutative transportation metric spaces
L. Gao and C. Rouzé · 2021
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Quantum federated learning through blind quantum computing
W. Li, S. Lu, and D.-L. Deng · 2021
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Quantum machine learning with differential privacy
W. M. Watkins, S. Y.-C. Chen, and S. Yoo · 2021
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Differential privacy amplification in quantum and quantum-inspired algorithms, 2022
A. Angrisani, M. Doosti, and E. Kashefi · 2022
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Quantum local differential privacy and quantum statistical query model, 2022
A. Angrisani and E. Kashefi · 2022
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Quantum differentially private sparse regression learning
Y. Du, M.-H. Hsieh, T. Liu, S. You, and D. Tao · 2022
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A lower bound on the space overhead of fault-tolerant quantum computation, 2022
O. Fawzi, A. Müller-Hermes, and A. Shayeghi · 2022
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