Quantum Framework

QuantumLeak: Stealing Quantum Neural Networks from Cloud-based NISQ Machines

Authors: Zhenxiao Fu, Min Yang, Cheng Chu, Yilun Xu, Gang Huang, Fan Chen | Published: 2024-03-16
Watermarking
Model Extraction Attack
Quantum Framework

Barycentric and Pairwise Renyi Quantum Leakage

Authors: Farhad Farokhi | Published: 2024-02-09
Watermarking
Privacy Protection
Quantum Framework

Quantum Privacy Aggregation of Teacher Ensembles (QPATE) for Privacy-preserving Quantum Machine Learning

Authors: William Watkins, Heehwan Wang, Sangyoon Bae, Huan-Hsin Tseng, Jiook Cha, Samuel Yen-Chi Chen, Shinjae Yoo | Published: 2024-01-15
Privacy Protection Method
Quantum Framework
Quantum Machine Learning