TY - GEN
T1 - Simple Constructions of Linear-Depth t-Designs and Pseudorandom Unitaries
AU - Metger, Tony
AU - Poremba, Alexander
AU - Sinha, Makrand
AU - Yuen, Henry
N1 - TM acknowledges support from the ETH Zurich Quantum Center, the SNSF QuantERA project (grant 20QT21 187724), the AFOSR grant FA9550- 19-1-0202, and an ETH Doc.Mobility Fellowship. AP is supported by the National Science Foundation (NSF) under Grant No. CCF-1729369. MS acknowledges support from the NSF award QCIS-FF: Quantum Computing & Information Science Faculty Fellow at the University of Illinois Urbana- Champaign (NSF 1955032). HY is supported by AFOSR awards FA9550-21- 1-0040 and FA9550-23-1-0363, NSF CAREER award CCF-2144219, NSF award CCF-2329939, and the Sloan Foundation. For the full version of the paper with all technical details and proofs, please refer to [1]. We thank Prabhanjan Ananth, Adam Bouland, Chi-Fang Chen, Tudor Giurgica-Tiron, Jonas Haferkamp, Robert Huang, Isaac Kim, Fermi Ma, Xinyu Tan, and John Wright for helpful discussions. We thank the Simons Institute for the Theory of Computing, where some of this work was conducted.
PY - 2024
Y1 - 2024
N2 - 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: t-designs are random unitaries that information-theoretically reproduce the first t 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 t-designs and PRUs. For this, we introduce and analyse the ' PFC ensemble', the product of a random computational basis permutation P, a random binary phase operator f, and a random Clifford unitary C. We show that this ensemble reproduces exponentially high moments of the Haar measure. We can then derandomise the PFC ensemble to show the following: •Linear-depth t-designs. We give the first construction of a (diamond-error) approximate t-design with circuit depth linear in t. This follows from the PFC ensemble by replacing the random phase and permutation operators with their 2t-wise independent counterparts. •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 PFC ensemble by replacing the random phase and permutation operators with their pseudorandom counterparts. •Adaptive pseudorandom isometries. We show that if one considers isometries (rather than unitaries) from n to n+Ω(log n) qubits, a small modification of our PRU construction achieves adaptive security, i.e. even a distinguisher that can query the isometry adaptively in sequence cannot distinguish it from Haar random isometries. This gives the first construction of adaptive pseudorandom isometries. Under an additional conjecture, this proof also extends to adaptive PRUs.
AB - 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: t-designs are random unitaries that information-theoretically reproduce the first t 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 t-designs and PRUs. For this, we introduce and analyse the ' PFC ensemble', the product of a random computational basis permutation P, a random binary phase operator f, and a random Clifford unitary C. We show that this ensemble reproduces exponentially high moments of the Haar measure. We can then derandomise the PFC ensemble to show the following: •Linear-depth t-designs. We give the first construction of a (diamond-error) approximate t-design with circuit depth linear in t. This follows from the PFC ensemble by replacing the random phase and permutation operators with their 2t-wise independent counterparts. •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 PFC ensemble by replacing the random phase and permutation operators with their pseudorandom counterparts. •Adaptive pseudorandom isometries. We show that if one considers isometries (rather than unitaries) from n to n+Ω(log n) qubits, a small modification of our PRU construction achieves adaptive security, i.e. even a distinguisher that can query the isometry adaptively in sequence cannot distinguish it from Haar random isometries. This gives the first construction of adaptive pseudorandom isometries. Under an additional conjecture, this proof also extends to adaptive PRUs.
KW - pseudorandom unitary
KW - quantum cryptography
KW - t-design
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U2 - 10.1109/FOCS61266.2024.00038
DO - 10.1109/FOCS61266.2024.00038
M3 - Conference contribution
AN - SCOPUS:85213046266
T3 - Proceedings - Annual IEEE Symposium on Foundations of Computer Science, FOCS
SP - 485
EP - 492
BT - Proceedings - 2024 IEEE 65th Annual Symposium on Foundations of Computer Science, FOCS 2024
PB - IEEE Computer Society
T2 - 65th IEEE Annual Symposium on Foundations of Computer Science, FOCS 2024
Y2 - 27 October 2024 through 30 October 2024
ER -