A 120x120 quantum RBM on D-Wave Pegasus generated 1.68 million synthetic attack samples for CICIDS2017, yielding F1 scores on par with or slightly above SMOTE and random oversampling.
Estimation of effective temperatures in quantum anneal- ers for sampling applications: A case study with restricted boltzmann machines
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Implementing Large Quantum Boltzmann Machines as Generative AI Models for Dataset Balancing
A 120x120 quantum RBM on D-Wave Pegasus generated 1.68 million synthetic attack samples for CICIDS2017, yielding F1 scores on par with or slightly above SMOTE and random oversampling.