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arXiv:1404.7516 · Journal of Cryptology

Classical Leakage Resilience from Fault-Tolerant Quantum Computation

Felipe Gomes Lacerda, Joseph M. Renes, Renato Renner

Published Aug 8, 2019• 10 citations
arXivHTMLPDF
DOI
10.1007/s00145-019-09310-6

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Physical implementations of cryptographic algorithms leak information, which makes them vulnerable to so-called side-channel attacks.Cryptography is now used in an ever-increasing variety of scenarios, and the assumption that the execution of cryptosystems is physically insulated is often not realistic.The field of leakage resilience proposes to mitigate side-channel attacks by designing protocols that are secure even if information leaks during execution.In this work, we study leakage-resilient computation, which concerns the problem of performing secure universal computation in the presence of leakage.Fault-tolerant quantum computation is concerned with the problem of noise in quantum computers.Since it is very hard to insulate quantum systems from noise, fault tolerance proposes schemes for performing computations correctly even if some noise is present.It turns out that there exists a connection between leakage resilience and fault tolerance.In this work, we show that leakage in a classical circuit is a form of noise, when the circuit is interpreted as quantum.We then prove that for an arbitrary leakage model, there exists a corresponding noise model in which a circuit that is fault-tolerant against the noise model is also resilient against the given leakage model.We also show how to use constructions for fault tolerance to implement classical circuits that are secure in specific leakage models.This is done by establishing criteria in which quantum circuits can be converted into classical circuits in such a way that the leakage resilience property is preserved.Using these criteria, we convert an implementation of universal fault-tolerant quantum computation into a classical leakageresilient compiler, i.e., a scheme that compiles an arbitrary circuit into a circuit of the same functionality that is leakage-resilient.vi 4.9 (a): Circuito de codificação para |0 no código de Steane.O circuito que codifica |+ é o mesmo, com a diferença de que alvos e controles são revertidos, e estados |0 são revertidos em |+ e vice-versa.(b):
Superconducting qubits, while promising for scalability and long coherence times, contain more than two energy levels, and therefore are susceptible to errors generated by the leakage of population outside of the computational subspace. Such leakage errors constitute a prominent roadblock towards fault-tolerant quantum computing (FTQC) with superconducting qubits. FTQC using topological codes is based on sequential measurements of multiqubit stabilizer operators. Here, we first propose a leakage-resilient procedure to perform repetitive measurements of multiqubit stabilizer operators, and then use this scheme as an ingredient to develop a leakage-resilient approach for surface code quantum error correction with superconducting circuits. Our protocol is based on swap operations between data and ancilla qubits at the end of every cycle, requiring read-out and reset operations on every physical qubit in the system, and thereby preventing persistent leakage errors from occurring.
Fault-tolerant quantum computing requires high-fidelity quantum gates that are resilient to control errors and device imperfections. Here, we develop energy-optimal control pulses for single-qubit gates that are simultaneously robust against frequency detuning and waveform inhomogeneities while also suppressing leakage outside the computational subspace. Combining the optimized pulse envelopes with an adaptive control scheme, we experimentally demonstrate optimal robust gates on a superconducting quantum processor. For a gate duration of 90ns, we achieve fidelities above 99.9% for the X gate and 99.6% for Hadamard-type gates. For the X gate, we maintain fidelities above 99.5% for simultaneous drive-amplitude variations up to 20% and qubit detuning up to 4 MHz. This robustness outperforms that of conventional Gaussian pulses by an order of magnitude, without much difference in peak gate fidelity. These results establish a route towards robust single-qubit control in large-scale quantum processors, advancing the development of fault-tolerant quantum computing.