Showing quant-phShow all
2 papers · 1 filter
quant-ph2026
Quantum Machine Learning for Cybersecurity Applications: Simulation and Hardware Validation
Zirui Zhu, Zisheng Chen, Xiangyang Li
Under tight feature and compute budgets, classical threat detection pipelines often degrade on near-decision-boundary events. Small quantum processors are now available, but existi…
quant-ph2025
Cyber Threat Detection Enabled by Quantum Computing
Zisheng Chen, Zirui Zhu, Xiangyang Li
Threat detection models in cybersecurity must keep up with shifting traffic, strict feature budgets, and noisy hardware, yet even strong classical systems still miss rare or border…