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Mar, 2024
量子泄漏：从基于云的NISQ设备中窃取量子神经网络
QuantumLeak: Stealing Quantum Neural Networks from Cloud-based NISQ Machines
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Zhenxiao Fu, Min Yang, Cheng Chu, Yilun Xu, Gang Huang...
TL;DR
介绍了QuantumLeak，一种从基于云计算的NISQ机器中提取QNN模型的有效准确的技术，相比现有的经典模型窃取技术，QuantumLeak在各种数据集和VQC架构上提高了4.99%~7.35%的本地VQC准确度。
Abstract
variational quantum circuits
(VQCs) have become a powerful tool for implementing
quantum neural networks
(QNNs), addressing a wide range of complex problems. Well-trained VQCs serve as valuable intellectual asset
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