Quantum Properties Trojans insert extra unitary or Hadamard gates into a QNN circuit, causing accuracy to drop (up to 23% relative) and, for the Hadamard attack, forcing the model to predict a single class.
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Quantum Properties Trojans (QuPTs) for Attacking Quantum Neural Networks
Quantum Properties Trojans insert extra unitary or Hadamard gates into a QNN circuit, causing accuracy to drop (up to 23% relative) and, for the Hadamard attack, forcing the model to predict a single class.