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Quantum Machine Learning Quantum Simulation

Quantum resource estimates for computing elliptic curve discrete logarithms

arXiv
Authors: Martin Roetteler, Michael Naehrig, Krysta M. Svore, Kristin Lauter

Year

2017

Paper ID

45082

Status

Preprint

Abstract Read

~2 min

Abstract Words

215

Citations

N/A

Abstract

We give precise quantum resource estimates for Shor's algorithm to compute discrete logarithms on elliptic curves over prime fields. The estimates are derived from a simulation of a Toffoli gate network for controlled elliptic curve point addition, implemented within the framework of the quantum computing software tool suite LIQUi|rangle. We determine circuit implementations for reversible modular arithmetic, including modular addition, multiplication and inversion, as well as reversible elliptic curve point addition. We conclude that elliptic curve discrete logarithms on an elliptic curve defined over an n-bit prime field can be computed on a quantum computer with at most 9n + 2lceillog2(n)rceil+10 qubits using a quantum circuit of at most 448 n3 log2(n) + 4090 n3 Toffoli gates. We are able to classically simulate the Toffoli networks corresponding to the controlled elliptic curve point addition as the core piece of Shor's algorithm for the NIST standard curves P-192, P-224, P-256, P-384 and P-521. Our approach allows gate-level comparisons to recent resource estimates for Shor's factoring algorithm. The results also support estimates given earlier by Proos and Zalka and indicate that, for current parameters at comparable classical security levels, the number of qubits required to tackle elliptic curves is less than for attacking RSA, suggesting that indeed ECC is an easier target than RSA.

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 give precise quantum resource estimates for Shor's algorithm to compute discrete logarithms on elliptic curves over prime fields.

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