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Quantum Machine Learning
Classical Homomorphic Encryption for Quantum Circuits
arXiv
Authors: Urmila Mahadev
Year
2017
Paper ID
44162
Status
Preprint
Abstract Read
~2 min
Abstract Words
98
Citations
N/A
Abstract
We present the first leveled fully homomorphic encryption scheme for quantum circuits with classical keys. The scheme allows a classical client to blindly delegate a quantum computation to a quantum server: an honest server is able to run the computation while a malicious server is unable to learn any information about the computation. We show that it is possible to construct such a scheme directly from a quantum secure classical homomorphic encryption scheme with certain properties. Finally, we show that a classical homomorphic encryption scheme with the required properties can be constructed from the learning with errors problem.
Why This Paper Matters
- This paper contributes to the Quantum Machine Learning research area in the Quantum Articles archive.
- It adds a 2017 reference point for readers tracking recent quantum research.
- We present the first leveled fully homomorphic encryption scheme for quantum circuits with classical keys.
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