Du et al.

Quantum neural networks use noise for robust intrusion detection · arXiv research

This paper introduces a rigorous theoretical framework for stochastic quantum neural networks (SQNNs) to enhance adversarial robustness in network intrusion detection. The research proposes a "decoherence-contraction th…