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Simple constructions of linear-depth t-designs and pseudorandom unitaries

19 April 2024
Tony Metger
Alexander Poremba
Makrand Sinha
Henry Yuen
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Abstract

Uniformly random unitaries, i.e. unitaries drawn from the Haar measure, have many useful properties, but cannot be implemented efficiently. This has motivated a long line of research into random unitaries that "look" sufficiently Haar random while also being efficient to implement. Two different notions of derandomisation have emerged: ttt-designs are random unitaries that information-theoretically reproduce the first ttt moments of the Haar measure, and pseudorandom unitaries (PRUs) are random unitaries that are computationally indistinguishable from Haar random. In this work, we take a unified approach to constructing ttt-designs and PRUs. For this, we introduce and analyse the "PFCPFCPFC ensemble", the product of a random computational basis permutation PPP, a random binary phase operator FFF, and a random Clifford unitary CCC. We show that this ensemble reproduces exponentially high moments of the Haar measure. We can then derandomise the PFCPFCPFC ensemble to show the following: (1) Linear-depth ttt-designs. We give the first construction of a (diamond-error) approximate ttt-design with circuit depth linear in ttt. This follows from the PFCPFCPFC ensemble by replacing the random phase and permutation operators with their 2t2t2t-wise independent counterparts. (2) Non-adaptive PRUs. We give the first construction of PRUs with non-adaptive security, i.e. we construct unitaries that are indistinguishable from Haar random to polynomial-time distinguishers that query the unitary in parallel on an arbitary state. This follows from the PFCPFCPFC ensemble by replacing the random phase and permutation operators with their pseudorandom counterparts. (3) Adaptive pseudorandom isometries. We show that if one considers isometries (rather than unitaries) from nnn to n+ω(log⁡n)n + \omega(\log n)n+ω(logn) qubits, a small modification of our PRU construction achieves general adaptive security.

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