Introduces the CULT threat model with four circuit-level attacks on quantum federated learning and shows they degrade accuracy on MNIST and CIFAR-10 even when defenses like Krum are used.
Quantum federated learning: Analysis, de- sign and implementation challenges.arXiv preprint arXiv:2306.15708,
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Can Quantum Federated Learning Withstand Circuit-Level Backdoors?
Introduces the CULT threat model with four circuit-level attacks on quantum federated learning and shows they degrade accuracy on MNIST and CIFAR-10 even when defenses like Krum are used.