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Private quantum computation: An introduction to blind quantum computing and related protocols

Published 30 Nov 2016 in quant-ph and cs.CR | (1611.10107v1)

Abstract: Quantum technologies hold the promise of not only faster algorithmic processing of data, via quantum computation, but also of more secure communications, in the form of quantum cryptography. In recent years, a number of protocols have emerged which seek to marry these concepts for the purpose of securing computation rather than communication. These protocols address the task of securely delegating quantum computation to an untrusted device while maintaining the privacy, and in some instances the integrity, of the computation. We present a review of the progress to date in this emerging area.

Citations (229)

Summary

  • The paper presents blind quantum computation protocols that enable secure delegation of quantum tasks while protecting sensitive data.
  • It details verification methods, including hidden trap qubits and device-independent checks, to ensure computation integrity.
  • The study bridges quantum cryptography and computational complexity, outlining both theoretical frameworks and experimental progress.

The paper "Private quantum computation: An introduction to blind quantum computing and related protocols" by Joseph F. Fitzsimons explores the burgeoning field of delegated quantum computing with a focus on maintaining the privacy and, in some protocols, the integrity of computations. This paper reviews the various protocols that have been developed to achieve secure quantum computation on untrusted devices, providing insights into their mechanisms, security foundations, and the challenges they face.

Quantum computing offers not only enhanced computational power but also the potential for secure communication through quantum cryptography. In the context of delegated computation—where task execution is offloaded to a remote system—security and privacy become paramount, especially when using untrusted quantum hardware. Blind quantum computation (BQC) protocols have been formulated to address these issues by ensuring that the computation structure remains hidden from the remote server.

The paper discusses two broad categories of settings where these protocols are applied: one where clients possess limited quantum capabilities, such as preparing and measuring qubits, and another where entirely classical clients operate with two or more non-communicating quantum servers. The ultimate goal, yet not fully realized, is to enable a purely classical client to securely and verifiably delegate arbitrary computations to a single quantum server. This corresponds to a deep intersection between computational complexity and quantum cryptography.

Among the significant contributions detailed in the paper is the concept of security in blind quantum computation. It is predicated on defining the scope of information that leaks to the server: ideally, only superficial dimensions related to circuit width and depth are revealed. Several protocols, including Universal Blind Quantum Computation (UBQC), have been presented, leveraging measurement-based quantum computation (MBQC) principles. Here, the client prepares random single-qubit states and controls the computation via encrypted operations, ensuring privacy.

Verification of computations, ensuring correctness even when the server might deviate from the expected procedure, is closely related to the notion of security. The paper covers various verification techniques, particularly noting the utility of hidden trap qubits that can reveal unauthorized tampering. More recent protocols explore device-independent verification, where honest operation of both client and server is ensured through mechanisms inherently resistant to server malfeasance.

Security definitions in the context of quantum computation are further complicated by the possibility of multiple interacting components. The idealized frameworks for proving protocol correctness and privacy form a consistent theme, riding on the abstract cryptographic framework. Here, the ideal functionalities guide the development of concrete systems, ensuring they adhere to these benchmarks even when embedded in larger systems.

This work’s survey of blind quantum protocols extends to discussion on homomorphic encryption and computing on encrypted data, akin to classical fully homomorphic encryption but realized within the quantum domain. Although no universal quantum homomorphic encryption scheme is foolproof against all attacks to date, advancements have been made allowing limited operations under certain cryptographic assumptions.

Lastly, the paper acknowledges experimental implementations of these theoretical constructs. While BQC has seen proof-of-concept demonstrations, the path toward fully practical implementations will likely require hybrid systems marrying quantum communication over photonic channels with robust quantum computation.

In conclusion, the field of private quantum computation is positioned at a triality between quantum computational theory, cryptographic security, and practical quantum engineering. Despite progress, many challenges remain, particularly in achieving single-server, fully verifiable BQC with classical clients and broadening compute capabilities to a more generalized suite of problems while maintaining privacy and security. Continued research and development, both theoretical and experimental, are crucial for realizing the full potential of delegated quantum computation.

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