Quantum computing on encrypted data

被引:114
|
作者
Fisher, K. A. G. [1 ,2 ]
Broadbent, A. [1 ,3 ]
Shalm, L. K. [1 ,4 ]
Yan, Z. [1 ,5 ]
Lavoie, J. [1 ,2 ]
Prevedel, R. [1 ,6 ]
Jennewein, T. [1 ,2 ]
Resch, K. J. [1 ,2 ]
机构
[1] Univ Waterloo, Inst Quantum Comp, Waterloo, ON N2L 3G1, Canada
[2] Univ Waterloo, Dept Phys & Astron, Waterloo, ON N2L 3G1, Canada
[3] Univ Ottawa, Dept Math & Stat, Ottawa, ON K1N 6N5, Canada
[4] Natl Inst Stand & Technol, Boulder, CO 80305 USA
[5] Macquarie Univ, Dept Phys & Astron, MQ Photon Res Ctr, Ctr Ultrahigh Bandwidth Devices Opt Syst CUDOS, Sydney, NSW 2109, Australia
[6] Max F Perutz Labs GmbH, Res Inst Mol Pathol, A-1030 Vienna, Austria
基金
加拿大自然科学与工程研究理事会;
关键词
D O I
10.1038/ncomms4074
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The ability to perform computations on encrypted data is a powerful tool for protecting privacy. Recently, protocols to achieve this on classical computing systems have been found. Here, we present an efficient solution to the quantum analogue of this problem that enables arbitrary quantum computations to be carried out on encrypted quantum data. We prove that an untrusted server can implement a universal set of quantum gates on encrypted quantum bits (qubits) without learning any information about the inputs, while the client, knowing the decryption key, can easily decrypt the results of the computation. We experimentally demonstrate, using single photons and linear optics, the encryption and decryption scheme on a set of gates sufficient for arbitrary quantum computations. As our protocol requires few extra resources compared with other schemes it can be easily incorporated into the design of future quantum servers. These results will play a key role in enabling the development of secure distributed quantum systems.
引用
收藏
页数:7
相关论文
共 50 条
  • [21] A Domain-Specific Language for Computing on Encrypted Data
    Bain, Alex
    Mitchell, John
    Sharma, Rahul
    Stefan, Deian
    Zimmerman, Joe
    IARCS ANNUAL CONFERENCE ON FOUNDATIONS OF SOFTWARE TECHNOLOGY AND THEORETICAL COMPUTER SCIENCE (FSTTCS 2011), 2011, 13 : 6 - 24
  • [22] Toward a big data approach for indexing encrypted data in Cloud Computing
    Kaci, Abdellah
    Bouabana-Tebibel, Thouraya
    Rachedi, Abderrezak
    Yahiaoui, Chafia
    SECURITY AND PRIVACY, 2019, 2 (03)
  • [23] Quantum Search on Encrypted Data Based on Quantum Homomorphic Encryption
    Zhou, Qing
    Lu, Songfeng
    Cui, Yongquan
    Li, Li
    Sun, Jie
    SCIENTIFIC REPORTS, 2020, 10 (01)
  • [24] Quantum Search on Encrypted Data Based on Quantum Homomorphic Encryption
    Qing Zhou
    Songfeng Lu
    Yongquan Cui
    Li Li
    Jie Sun
    Scientific Reports, 10
  • [25] Delegated quantum neural networks for encrypted data
    Sun, Wenli
    Chang, Yan
    Wang, Danchen
    Zhang, Shibin
    Yan, Lili
    PHYSICA SCRIPTA, 2024, 99 (05)
  • [26] Encrypted Data Searching Techniques and Approaches for Cloud Computing: A Survey
    Mohan, Lija
    Elayidom, M. Sudheep
    PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND COMMUNICATION, 2017, 458 : 97 - 104
  • [27] Efficient Machine Learning on Encrypted Data using Hyperdimensional Computing
    Nam, Yujin
    Zhou, Minxuan
    Gupta, Saransh
    De Micheli, Gabrielle
    Cammarota, Rosario
    Wilkerson, Chris
    Micciancio, Daniele
    Rosing, Tajana
    2023 IEEE/ACM INTERNATIONAL SYMPOSIUM ON LOW POWER ELECTRONICS AND DESIGN, ISLPED, 2023,
  • [28] A shareable keyword search over encrypted data in cloud computing
    Xu, Li
    Weng, Chi-Yao
    Yuan, Lun-Pin
    Wu, Mu-En
    Tso, Raylin
    Sun, Hung-Min
    JOURNAL OF SUPERCOMPUTING, 2018, 74 (03): : 1001 - 1023
  • [29] Fuzzy Keyword Search over Encrypted Data in Cloud Computing
    Li, Jin
    Wang, Qian
    Wang, Cong
    Cao, Ning
    Ren, Kui
    Lou, Wenjing
    2010 PROCEEDINGS IEEE INFOCOM, 2010,
  • [30] A Computing-in-Memory Engine for Searching on Homomorphically Encrypted Data
    Reis, Dayane
    Niemier, Michael T.
    Hu, Xiaobo Sharon
    IEEE JOURNAL ON EXPLORATORY SOLID-STATE COMPUTATIONAL DEVICES AND CIRCUITS, 2019, 5 (02): : 123 - 131