Quantum Error

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Quantum Error refers to errors that occur in quantum computations due to noise, decoherence, and imperfections in quantum gates1. Quantum computers use qubits, which are subject to quantum physics but suffer from jitters that result in mistakes2. Quantum error correction aims to combine multiple faulty qubits to create reliable logical qubits for accurate calculations2.

[2410.05145] Quantum Error Propagation - arXiv.org Data poisoning attacks on machine learning models aim to manipulate the data used for model training such that the trained model behaves in the attacker's favor. In classical models such as deep neural networks, large chains of dot products do indeed cause errors injected by an attacker to propagate or to accumulate. But what about quantum models? Our hypothesis is that, in quantum machine ... arxiv.org

https://arxiv.org/abs/2410.05145