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Defence against adversarial attacks using classical and quantum-enhanced
  Boltzmann machines
v1v2 (latest)

Defence against adversarial attacks using classical and quantum-enhanced Boltzmann machines

21 December 2020
Aidan Kehoe
P. Wittek
Yanbo Xue
Alejandro Pozas-Kerstjens
    AAML
ArXiv (abs)PDFHTML

Papers citing "Defence against adversarial attacks using classical and quantum-enhanced Boltzmann machines"

5 / 5 papers shown
Predominant Aspects on Security for Quantum Machine Learning: Literature
  Review
Predominant Aspects on Security for Quantum Machine Learning: Literature ReviewInternational Conference on Quantum Computing and Engineering (QCE), 2024
Nicola Franco
Alona Sakhnenko
Leon Stolpmann
Daniel Thuerck
Fabian Petsch
Annika Rüll
J. M. Lorenz
290
20
0
15 Jan 2024
Towards quantum enhanced adversarial robustness in machine learning
Towards quantum enhanced adversarial robustness in machine learningNature Machine Intelligence (Nat. Mach. Intell.), 2023
Maxwell T. West
S. Tsang
J. S. Low
C. Hill
C. Leckie
Lloyd C. L. Hollenberg
S. Erfani
Muhammad Usman
AAMLOOD
270
82
0
22 Jun 2023
Benchmarking Adversarially Robust Quantum Machine Learning at Scale
Benchmarking Adversarially Robust Quantum Machine Learning at ScalePhysical Review Research (Phys. Rev. Res.), 2022
Maxwell T. West
S. Erfani
C. Leckie
M. Sevior
Lloyd C. L. Hollenberg
Muhammad Usman
AAMLOOD
219
63
0
23 Nov 2022
Accelerating the training of single-layer binary neural networks using
  the HHL quantum algorithm
Accelerating the training of single-layer binary neural networks using the HHL quantum algorithmICCD (ICCD), 2022
S. L. Alarcón
Cory E. Merkel
Martin Hoffnagle
Sabrina Ly
Alejandro Pozas-Kerstjens
180
7
0
23 Oct 2022
Generating Natural Adversarial Examples
Generating Natural Adversarial Examples
Zhengli Zhao
Dheeru Dua
Sameer Singh
GANAAML
848
652
0
31 Oct 2017
1
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