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By leveraging the full capability of our photonic platform, we can identify and quantify security vulnerabilities in quantum information processing protocols. For example, an analysis of the robustness of CV cluster states against adversarial attacks showed that the presence of a large fraction of vacuum modes in the inputs of the protocol (a feature induced by the need of achieving c-t near-unity success probability) is a vulnerability of the whole family of CV cluster states
By demonstrating a significant acceleration of the simulation of a GBS, our system can provide a proof-of-principle demonstration that adversarial attacks can be applied in a photonic quantum circuit. While a full analysis of the security of our device will be necessary to assess the impact of the observed vulnerabilities on the viability of the device and the mitigation strategies against adversarial attacks in the future, we have shown that the system can be exploited to demonstrate the presence of the four classes of adversarial attacks analyzed in this work.
By combining our results with the recent developments in the design of photonic quantum circuits35,36,37,38,39,40,41,42, we show that the system we have built can be exploited to apply adversarial strategies and to observe a significant acceleration of the simulation of GBS. A key difference between our system and the photonic machines of refs. 1,2 is that our system allows the implementation of the full set of Gaussian states and is inherently fault-tolerant, without requiring additional resources or time-consuming error correction. In a similar spirit, we have recently performed quantum algorithms on an erbium-doped optical fiber42,43,44 and on a superconducting circuit45.
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