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20172023
most citedSHE: A Fast and Accurate Deep Neural Network for Encrypted Data

31 citations · 151 across the 19 of their papers we have counts for

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2 papers · 1 filter

quant-ph2023★ 17 cited

QDoor: Exploiting Approximate Synthesis for Backdoor Attacks in Quantum Neural Networks

Cheng Chu, Fan Chen, Philip Richerme +1

Quantum neural networks (QNNs) succeed in object recognition, natural language processing, and financial analysis. To maximize the accuracy of a QNN on a Noisy Intermediate Scale Q…

quant-ph2023★ 2 cited

QTrojan: A Circuit Backdoor Against Quantum Neural Networks

Cheng Chu, Lei Jiang, Martin Swany +1

We propose a circuit-level backdoor attack, \textit{QTrojan}, against Quantum Neural Networks (QNNs) in this paper. QTrojan is implemented by few quantum gates inserted into the va…