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QuanTest: An Entanglement-Guided Testing of Quantum Neural Network Systems

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QuanTest

This repository contains the core code for the TOSEM 2024 paper:

Jinjing Shi, Zimeng Xiao, Heyuan Shi, Yu Jiang, Xuelong Li, QuanTest: Entanglement-Guided Testing of Quantum Neural Network Systems. https://doi.org/10.1145/3688840

QuanTest is a quantum entanglement-guided adversarial testing framework to uncover potential erroneous behaviors in quantum neural network systems.

Dependencies

Part of the needed dependencies are listed in requiements.txt.

To run

python QuanTest.py

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QuanTest: An Entanglement-Guided Testing of Quantum Neural Network Systems

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